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bib (full) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Kristina Toutanova | Hua Wu

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Learning Ensembles of Structured Prediction Rules
Corinna Cortes | Vitaly Kuznetsov | Mehryar Mohri

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Representation Learning for Text-level Discourse Parsing
Yangfeng Ji | Jacob Eisenstein

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Text-level Discourse Dependency Parsing
Sujian Li | Liang Wang | Ziqiang Cao | Wenjie Li

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Discovering Latent Structure in Task-Oriented Dialogues
Ke Zhai | Jason D. Williams

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Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features
Anders Björkelund | Jonas Kuhn

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Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann | Phil Blunsom

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Simple Negation Scope Resolution through Deep Parsing: A Semantic Solution to a Semantic Problem
Woodley Packard | Emily M. Bender | Jonathon Read | Stephan Oepen | Rebecca Dridan

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Logical Inference on Dependency-based Compositional Semantics
Ran Tian | Yusuke Miyao | Takuya Matsuzaki

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A practical and linguistically-motivated approach to compositional distributional semantics
Denis Paperno | Nghia The Pham | Marco Baroni

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Lattice Desegmentation for Statistical Machine Translation
Mohammad Salameh | Colin Cherry | Grzegorz Kondrak

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Bilingually-constrained Phrase Embeddings for Machine Translation
Jiajun Zhang | Shujie Liu | Mu Li | Ming Zhou | Chengqing Zong

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Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation
Shixiang Lu | Zhenbiao Chen | Bo Xu

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Learning Topic Representation for SMT with Neural Networks
Lei Cui | Dongdong Zhang | Shujie Liu | Qiming Chen | Mu Li | Ming Zhou | Muyun Yang

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Tagging The Web: Building A Robust Web Tagger with Neural Network
Ji Ma | Yue Zhang | Jingbo Zhu

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Unsupervised Solution Post Identification from Discussion Forums
Deepak P | Karthik Visweswariah

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Weakly Supervised User Profile Extraction from Twitter
Jiwei Li | Alan Ritter | Eduard Hovy

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The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter
Chenhao Tan | Lillian Lee | Bo Pang

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Inferring User Political Preferences from Streaming Communications
Svitlana Volkova | Glen Coppersmith | Benjamin Van Durme

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Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees
Yuan Zhang | Tao Lei | Regina Barzilay | Tommi Jaakkola | Amir Globerson

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Sparser, Better, Faster GPU Parsing
David Hall | Taylor Berg-Kirkpatrick | Dan Klein

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Shift-Reduce CCG Parsing with a Dependency Model
Wenduan Xu | Stephen Clark | Yue Zhang

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Less Grammar, More Features
David Hall | Greg Durrett | Dan Klein

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Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
Marco Baroni | Georgiana Dinu | Germán Kruszewski

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Metaphor Detection with Cross-Lingual Model Transfer
Yulia Tsvetkov | Leonid Boytsov | Anatole Gershman | Eric Nyberg | Chris Dyer

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Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models
Jey Han Lau | Paul Cook | Diana McCarthy | Spandana Gella | Timothy Baldwin

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Learning to Automatically Solve Algebra Word Problems
Nate Kushman | Yoav Artzi | Luke Zettlemoyer | Regina Barzilay

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Modelling function words improves unsupervised word segmentation
Mark Johnson | Anne Christophe | Emmanuel Dupoux | Katherine Demuth

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Max-Margin Tensor Neural Network for Chinese Word Segmentation
Wenzhe Pei | Tao Ge | Baobao Chang

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An Empirical Study on the Effect of Negation Words on Sentiment
Xiaodan Zhu | Hongyu Guo | Saif Mohammad | Svetlana Kiritchenko

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Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking
Kang Liu | Liheng Xu | Jun Zhao

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Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
Bishan Yang | Claire Cardie

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Product Feature Mining: Semantic Clues versus Syntactic Constituents
Liheng Xu | Kang Liu | Siwei Lai | Jun Zhao

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Aspect Extraction with Automated Prior Knowledge Learning
Zhiyuan Chen | Arjun Mukherjee | Bing Liu

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Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms
Thang Nguyen | Yuening Hu | Jordan Boyd-Graber

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A Bayesian Mixed Effects Model of Literary Character
David Bamman | Ted Underwood | Noah A. Smith

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Collective Tweet Wikification based on Semi-supervised Graph Regularization
Hongzhao Huang | Yunbo Cao | Xiaojiang Huang | Heng Ji | Chin-Yew Lin

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Zero-shot Entity Extraction from Web Pages
Panupong Pasupat | Percy Liang

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Incremental Joint Extraction of Entity Mentions and Relations
Qi Li | Heng Ji

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That’s Not What I Meant! Using Parsers to Avoid Structural Ambiguities in Generated Text
Manjuan Duan | Michael White

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Surface Realisation from Knowledge-Bases
Bikash Gyawali | Claire Gardent

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Hybrid Simplification using Deep Semantics and Machine Translation
Shashi Narayan | Claire Gardent

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Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing
Weiwei Sun | Yantao Du | Xin Kou | Shuoyang Ding | Xiaojun Wan

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Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing
Zhenghua Li | Min Zhang | Wenliang Chen

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A Robust Approach to Aligning Heterogeneous Lexical Resources
Mohammad Taher Pilehvar | Roberto Navigli

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Predicting the relevance of distributional semantic similarity with contextual information
Philippe Muller | Cécile Fabre | Clémentine Adam

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Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning
Alona Fyshe | Partha P. Talukdar | Brian Murphy | Tom M. Mitchell

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Single-Agent vs. Multi-Agent Techniques for Concurrent Reinforcement Learning of Negotiation Dialogue Policies
Kallirroi Georgila | Claire Nelson | David Traum

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A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing
Vanessa Wei Feng | Graeme Hirst

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Negation Focus Identification with Contextual Discourse Information
Bowei Zou | Guodong Zhou | Qiaoming Zhu

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New Word Detection for Sentiment Analysis
Minlie Huang | Borui Ye | Yichen Wang | Haiqiang Chen | Junjun Cheng | Xiaoyan Zhu

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ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment Analysis
Zhe Zhang | Munindar P. Singh

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A Decision-Theoretic Approach to Natural Language Generation
Nathan McKinley | Soumya Ray

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Generating Code-switched Text for Lexical Learning
Igor Labutov | Hod Lipson

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Omni-word Feature and Soft Constraint for Chinese Relation Extraction
Yanping Chen | Qinghua Zheng | Wei Zhang

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Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora
Longhua Qian | Haotian Hui | Ya’nan Hu | Guodong Zhou | Qiaoming Zhu

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Learning Soft Linear Constraints with Application to Citation Field Extraction
Sam Anzaroot | Alexandre Passos | David Belanger | Andrew McCallum

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A Study of Concept-based Weighting Regularization for Medical Records Search
Yue Wang | Xitong Liu | Hui Fang

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Learning to Predict Distributions of Words Across Domains
Danushka Bollegala | David Weir | John Carroll

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How to make words with vectors: Phrase generation in distributional semantics
Georgiana Dinu | Marco Baroni

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Vector space semantics with frequency-driven motifs
Shashank Srivastava | Eduard Hovy

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Lexical Inference over Multi-Word Predicates: A Distributional Approach
Omri Abend | Shay B. Cohen | Mark Steedman

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A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner | Edward Grefenstette | Phil Blunsom

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Online Learning in Tensor Space
Yuan Cao | Sanjeev Khudanpur

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Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data
Avneesh Saluja | Hany Hassan | Kristina Toutanova | Chris Quirk

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Using Discourse Structure Improves Machine Translation Evaluation
Francisco Guzmán | Shafiq Joty | Lluís Màrquez | Preslav Nakov

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Learning Continuous Phrase Representations for Translation Modeling
Jianfeng Gao | Xiaodong He | Wen-tau Yih | Li Deng

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Adaptive Quality Estimation for Machine Translation
Marco Turchi | Antonios Anastasopoulos | José G. C. de Souza | Matteo Negri

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Learning Grounded Meaning Representations with Autoencoders
Carina Silberer | Mirella Lapata

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Joint POS Tagging and Transition-based Constituent Parsing in Chinese with Non-local Features
Zhiguo Wang | Nianwen Xue

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Strategies for Contiguous Multiword Expression Analysis and Dependency Parsing
Marie Candito | Matthieu Constant

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Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback Messages
Ryo Nagata | Mikko Vilenius | Edward Whittaker

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Kneser-Ney Smoothing on Expected Counts
Hui Zhang | David Chiang

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Robust Entity Clustering via Phylogenetic Inference
Nicholas Andrews | Jason Eisner | Mark Dredze

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Linguistic Structured Sparsity in Text Categorization
Dani Yogatama | Noah A. Smith

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Perplexity on Reduced Corpora
Hayato Kobayashi

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Robust Domain Adaptation for Relation Extraction via Clustering Consistency
Minh Luan Nguyen | Ivor W. Tsang | Kian Ming A. Chai | Hai Leong Chieu

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Encoding Relation Requirements for Relation Extraction via Joint Inference
Liwei Chen | Yansong Feng | Songfang Huang | Yong Qin | Dongyan Zhao

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Medical Relation Extraction with Manifold Models
Chang Wang | James Fan

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Distant Supervision for Relation Extraction with Matrix Completion
Miao Fan | Deli Zhao | Qiang Zhou | Zhiyuan Liu | Thomas Fang Zheng | Edward Y. Chang

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Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT
Mei Tu | Yu Zhou | Chengqing Zong

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Adaptive HTER Estimation for Document-Specific MT Post-Editing
Fei Huang | Jian-Ming Xu | Abraham Ittycheriah | Salim Roukos

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Translation Assistance by Translation of L1 Fragments in an L2 Context
Maarten van Gompel | Antal van den Bosch

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Response-based Learning for Grounded Machine Translation
Stefan Riezler | Patrick Simianer | Carolin Haas

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Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization
Daniele Pighin | Marco Cornolti | Enrique Alfonseca | Katja Filippova

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Hierarchical Summarization: Scaling Up Multi-Document Summarization
Janara Christensen | Stephen Soderland | Gagan Bansal | Mausam

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Query-Chain Focused Summarization
Tal Baumel | Raphael Cohen | Michael Elhadad

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Exploiting Timelines to Enhance Multi-document Summarization
Jun-Ping Ng | Yan Chen | Min-Yen Kan | Zhoujun Li

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A chance-corrected measure of inter-annotator agreement for syntax
Arne Skjærholt

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Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project
Tiziano Flati | Daniele Vannella | Tommaso Pasini | Roberto Navigli

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Information Extraction over Structured Data: Question Answering with Freebase
Xuchen Yao | Benjamin Van Durme

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Knowledge-Based Question Answering as Machine Translation
Junwei Bao | Nan Duan | Ming Zhou | Tiejun Zhao

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Discourse Complements Lexical Semantics for Non-factoid Answer Reranking
Peter Jansen | Mihai Surdeanu | Peter Clark

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Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features
Chikara Hashimoto | Kentaro Torisawa | Julien Kloetzer | Motoki Sano | István Varga | Jong-Hoon Oh | Yutaka Kidawara

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Cross-narrative Temporal Ordering of Medical Events
Preethi Raghavan | Eric Fosler-Lussier | Noémie Elhadad | Albert M. Lai

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Language-Aware Truth Assessment of Fact Candidates
Ndapandula Nakashole | Tom M. Mitchell

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That’s sick dude!: Automatic identification of word sense change across different timescales
Sunny Mitra | Ritwik Mitra | Martin Riedl | Chris Biemann | Animesh Mukherjee | Pawan Goyal

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A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes
Daisuke Kawahara | Daniel W. Peterson | Martha Palmer

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Structured Learning for Taxonomy Induction with Belief Propagation
Mohit Bansal | David Burkett | Gerard de Melo | Dan Klein

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A Provably Correct Learning Algorithm for Latent-Variable PCFGs
Shay B. Cohen | Michael Collins

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Spectral Unsupervised Parsing with Additive Tree Metrics
Ankur P. Parikh | Shay B. Cohen | Eric P. Xing

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Weak semantic context helps phonetic learning in a model of infant language acquisition
Stella Frank | Naomi H. Feldman | Sharon Goldwater

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Bootstrapping into Filler-Gap: An Acquisition Story
Marten van Schijndel | Micha Elsner

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Nonparametric Learning of Phonological Constraints in Optimality Theory
Gabriel Doyle | Klinton Bicknell | Roger Levy

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Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy
Justin Martineau | Lu Chen | Doreen Cheng | Amit Sheth

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Political Ideology Detection Using Recursive Neural Networks
Mohit Iyyer | Peter Enns | Jordan Boyd-Graber | Philip Resnik

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A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation
Junhui Li | Yuval Marton | Philip Resnik | Hal Daumé III

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Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors
Rui Yan | Mingkun Gao | Ellie Pavlick | Chris Callison-Burch

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A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing
Rene Pickhardt | Thomas Gottron | Martin Körner | Paul Georg Wagner | Till Speicher | Steffen Staab

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A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls
William Yang Wang | Zhenhao Hua

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Polylingual Tree-Based Topic Models for Translation Domain Adaptation
Yuening Hu | Ke Zhai | Vladimir Eidelman | Jordan Boyd-Graber

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Low-Resource Semantic Role Labeling
Matthew R. Gormley | Margaret Mitchell | Benjamin Van Durme | Mark Dredze

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Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
Jayant Krishnamurthy | Tom M. Mitchell

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Learning Semantic Hierarchies via Word Embeddings
Ruiji Fu | Jiang Guo | Bing Qin | Wanxiang Che | Haifeng Wang | Ting Liu

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Probabilistic Soft Logic for Semantic Textual Similarity
Islam Beltagy | Katrin Erk | Raymond Mooney

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Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries
Yashar Mehdad | Giuseppe Carenini | Raymond T. Ng

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Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data
Dimitra Gkatzia | Helen Hastie | Oliver Lemon

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Approximation Strategies for Multi-Structure Sentence Compression
Kapil Thadani

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Opinion Mining on YouTube
Aliaksei Severyn | Alessandro Moschitti | Olga Uryupina | Barbara Plank | Katja Filippova

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Automatic Keyphrase Extraction: A Survey of the State of the Art
Kazi Saidul Hasan | Vincent Ng

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Pattern Dictionary of English Prepositions
Ken Litkowski

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Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon Extraction
Emmanuel Morin | Amir Hazem

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Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose
Daniele Vannella | David Jurgens | Daniele Scarfini | Domenico Toscani | Roberto Navigli

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Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring
Suma Bhat | Huichao Xue | Su-Youn Yoon

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Can You Repeat That? Using Word Repetition to Improve Spoken Term Detection
Jonathan Wintrode | Sanjeev Khudanpur

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Character-Level Chinese Dependency Parsing
Meishan Zhang | Yue Zhang | Wanxiang Che | Ting Liu

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Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization
Xuezhe Ma | Fei Xia

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Unsupervised Morphology-Based Vocabulary Expansion
Mohammad Sadegh Rasooli | Thomas Lippincott | Nizar Habash | Owen Rambow

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Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints
Xiaodong Zeng | Lidia S. Chao | Derek F. Wong | Isabel Trancoso | Liang Tian

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Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Jacob Devlin | Rabih Zbib | Zhongqiang Huang | Thomas Lamar | Richard Schwartz | John Makhoul

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Low-Rank Tensors for Scoring Dependency Structures
Tao Lei | Yu Xin | Yuan Zhang | Regina Barzilay | Tommi Jaakkola

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CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure
Sascha Rothe | Hinrich Schütze

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Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world
Angeliki Lazaridou | Elia Bruni | Marco Baroni

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Semantic Parsing via Paraphrasing
Jonathan Berant | Percy Liang

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A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Jeffrey Flanigan | Sam Thomson | Jaime Carbonell | Chris Dyer | Noah A. Smith

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Context-dependent Semantic Parsing for Time Expressions
Kenton Lee | Yoav Artzi | Jesse Dodge | Luke Zettlemoyer

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Semantic Frame Identification with Distributed Word Representations
Karl Moritz Hermann | Dipanjan Das | Jason Weston | Kuzman Ganchev

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A Sense-Based Translation Model for Statistical Machine Translation
Deyi Xiong | Min Zhang

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Recurrent Neural Networks for Word Alignment Model
Akihiro Tamura | Taro Watanabe | Eiichiro Sumita

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A Constrained Viterbi Relaxation for Bidirectional Word Alignment
Yin-Wen Chang | Alexander M. Rush | John DeNero | Michael Collins

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A Recursive Recurrent Neural Network for Statistical Machine Translation
Shujie Liu | Nan Yang | Mu Li | Ming Zhou

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Predicting Instructor’s Intervention in MOOC forums
Snigdha Chaturvedi | Dan Goldwasser | Hal Daumé III

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A Joint Graph Model for Pinyin-to-Chinese Conversion with Typo Correction
Zhongye Jia | Hai Zhao

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Smart Selection
Patrick Pantel | Michael Gamon | Ariel Fuxman

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Modeling Prompt Adherence in Student Essays
Isaac Persing | Vincent Ng

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ConnotationWordNet: Learning Connotation over the Word+Sense Network
Jun Seok Kang | Song Feng | Leman Akoglu | Yejin Choi

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Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification
Duyu Tang | Furu Wei | Nan Yang | Ming Zhou | Ting Liu | Bing Qin

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Towards a General Rule for Identifying Deceptive Opinion Spam
Jiwei Li | Myle Ott | Claire Cardie | Eduard Hovy

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bib (full) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
Kristina Toutanova | Hua Wu

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Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning
Abdellah Fourtassi | Thomas Schatz | Balakrishnan Varadarajan | Emmanuel Dupoux

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Biases in Predicting the Human Language Model
Alex B. Fine | Austin F. Frank | T. Florian Jaeger | Benjamin Van Durme

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Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse
Changsong Liu | Lanbo She | Rui Fang | Joyce Y. Chai

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A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia
Seokhwan Kim | Rafael E. Banchs | Haizhou Li

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An Extension of BLANC to System Mentions
Xiaoqiang Luo | Sameer Pradhan | Marta Recasens | Eduard Hovy

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Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation
Sameer Pradhan | Xiaoqiang Luo | Marta Recasens | Eduard Hovy | Vincent Ng | Michael Strube

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Measuring Sentiment Annotation Complexity of Text
Aditya Joshi | Abhijit Mishra | Nivvedan Senthamilselvan | Pushpak Bhattacharyya

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Improving Citation Polarity Classification with Product Reviews
Charles Jochim | Hinrich Schütze

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Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification
Li Dong | Furu Wei | Chuanqi Tan | Duyu Tang | Ming Zhou | Ke Xu

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Sprinkling Topics for Weakly Supervised Text Classification
Swapnil Hingmire | Sutanu Chakraborti

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A Feature-Enriched Tree Kernel for Relation Extraction
Le Sun | Xianpei Han

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Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction
Thien Huu Nguyen | Ralph Grishman

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Graph Ranking for Collective Named Entity Disambiguation
Ayman Alhelbawy | Robert Gaizauskas

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Descending-Path Convolution Kernel for Syntactic Structures
Chen Lin | Timothy Miller | Alvin Kho | Steven Bethard | Dmitriy Dligach | Sameer Pradhan | Guergana Savova

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Entities’ Sentiment Relevance
Zvi Ben-Ami | Ronen Feldman | Binyamin Rosenfeld

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Automatic Detection of Multilingual Dictionaries on the Web
Gintarė Grigonytė | Timothy Baldwin

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Automatic Detection of Cognates Using Orthographic Alignment
Alina Maria Ciobanu | Liviu P. Dinu

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Automatically constructing Wordnet Synsets
Khang Nhut Lam | Feras Al Tarouti | Jugal Kalita

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Constructing a Turkish-English Parallel TreeBank
Olcay Taner Yıldız | Ercan Solak | Onur Görgün | Razieh Ehsani

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Improved Typesetting Models for Historical OCR
Taylor Berg-Kirkpatrick | Dan Klein

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Robust Logistic Regression using Shift Parameters
Julie Tibshirani | Christopher D. Manning

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Faster Phrase-Based Decoding by Refining Feature State
Kenneth Heafield | Michael Kayser | Christopher D. Manning

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Decoder Integration and Expected BLEU Training for Recurrent Neural Network Language Models
Michael Auli | Jianfeng Gao

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On the Elements of an Accurate Tree-to-String Machine Translation System
Graham Neubig | Kevin Duh

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Simple extensions and POS Tags for a reparameterised IBM Model 2
Douwe Gelling | Trevor Cohn

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Dependency-based Pre-ordering for Chinese-English Machine Translation
Jingsheng Cai | Masao Utiyama | Eiichiro Sumita | Yujie Zhang

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Generalized Character-Level Spelling Error Correction
Noura Farra | Nadi Tomeh | Alla Rozovskaya | Nizar Habash

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Improved Iterative Correction for Distant Spelling Errors
Sergey Gubanov | Irina Galinskaya | Alexey Baytin

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Predicting Grammaticality on an Ordinal Scale
Michael Heilman | Aoife Cahill | Nitin Madnani | Melissa Lopez | Matthew Mulholland | Joel Tetreault

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I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes
Charley Beller | Rebecca Knowles | Craig Harman | Shane Bergsma | Margaret Mitchell | Benjamin Van Durme

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Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia
Johannes Daxenberger | Iryna Gurevych

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Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition
Mengqiu Wang | Rob Voigt | Christopher D. Manning

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Effective Document-Level Features for Chinese Patent Word Segmentation
Si Li | Nianwen Xue

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Word Segmentation of Informal Arabic with Domain Adaptation
Will Monroe | Spence Green | Christopher D. Manning

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Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
Dimitri Kartsaklis | Nal Kalchbrenner | Mehrnoosh Sadrzadeh

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A Novel Content Enriching Model for Microblog Using News Corpus
Yunlun Yang | Zhihong Deng | Hongliang Yu

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Learning Bilingual Word Representations by Marginalizing Alignments
Tomáš Kočiský | Karl Moritz Hermann | Phil Blunsom

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Detecting Retries of Voice Search Queries
Rivka Levitan | David Elson

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Sliding Alignment Windows for Real-Time Crowd Captioning
Mohammad Kazemi | Rahman Lavaee | Iftekhar Naim | Daniel Gildea

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Detection of Topic and its Extrinsic Evaluation Through Multi-Document Summarization
Yoshimi Suzuki | Fumiyo Fukumoto

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Content Importance Models for Scoring Writing From Sources
Beata Beigman Klebanov | Nitin Madnani | Jill Burstein | Swapna Somasundaran

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Chinese Morphological Analysis with Character-level POS Tagging
Mo Shen | Hongxiao Liu | Daisuke Kawahara | Sadao Kurohashi

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Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy
Miikka Silfverberg | Teemu Ruokolainen | Krister Lindén | Mikko Kurimo

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POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process
Kairit Sirts | Jacob Eisenstein | Micha Elsner | Sharon Goldwater

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Improving the Recognizability of Syntactic Relations Using Contextualized Examples
Aditi Muralidharan | Marti A. Hearst

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How to Speak a Language without Knowing It
Xing Shi | Kevin Knight | Heng Ji

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Assessing the Discourse Factors that Influence the Quality of Machine Translation
Junyi Jessy Li | Marine Carpuat | Ani Nenkova

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Automatic Detection of Machine Translated Text and Translation Quality Estimation
Roee Aharoni | Moshe Koppel | Yoav Goldberg

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Improving sparse word similarity models with asymmetric measures
Jean Mark Gawron

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Dependency-Based Word Embeddings
Omer Levy | Yoav Goldberg

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Vector spaces for historical linguistics: Using distributional semantics to study syntactic productivity in diachrony
Florent Perek

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Single Document Summarization based on Nested Tree Structure
Yuta Kikuchi | Tsutomu Hirao | Hiroya Takamura | Manabu Okumura | Masaaki Nagata

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Linguistic Considerations in Automatic Question Generation
Karen Mazidi | Rodney D. Nielsen

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Polynomial Time Joint Structural Inference for Sentence Compression
Xian Qian | Yang Liu

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A Bayesian Method to Incorporate Background Knowledge during Automatic Text Summarization
Annie Louis

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Predicting Power Relations between Participants in Written Dialog from a Single Thread
Vinodkumar Prabhakaran | Owen Rambow

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Tri-Training for Authorship Attribution with Limited Training Data
Tieyun Qian | Bing Liu | Li Chen | Zhiyong Peng

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Automation and Evaluation of the Keyword Method for Second Language Learning
Gözde Özbal | Daniele Pighin | Carlo Strapparava

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Citation Resolution: A method for evaluating context-based citation recommendation systems
Daniel Duma | Ewan Klein

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Hippocratic Abbreviation Expansion
Brian Roark | Richard Sproat

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Unsupervised Feature Learning for Visual Sign Language Identification
Binyam Gebrekidan Gebre | Onno Crasborn | Peter Wittenburg | Sebastian Drude | Tom Heskes

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Experiments with crowdsourced re-annotation of a POS tagging data set
Dirk Hovy | Barbara Plank | Anders Søgaard

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Building Sentiment Lexicons for All Major Languages
Yanqing Chen | Steven Skiena

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Difficult Cases: From Data to Learning, and Back
Beata Beigman Klebanov | Eyal Beigman

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The VerbCorner Project: Findings from Phase 1 of crowd-sourcing a semantic decomposition of verbs
Joshua K. Hartshorne | Claire Bonial | Martha Palmer

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A Corpus of Sentence-level Revisions in Academic Writing: A Step towards Understanding Statement Strength in Communication
Chenhao Tan | Lillian Lee

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Determiner-Established Deixis to Communicative Artifacts in Pedagogical Text
Shomir Wilson | Jon Oberlander

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Modeling Factuality Judgments in Social Media Text
Sandeep Soni | Tanushree Mitra | Eric Gilbert | Jacob Eisenstein

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A Topic Model for Building Fine-grained Domain-specific Emotion Lexicon
Min Yang | Dingju Zhu | Kam-Pui Chow

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Depeche Mood: a Lexicon for Emotion Analysis from Crowd Annotated News
Jacopo Staiano | Marco Guerini

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Improving Twitter Sentiment Analysis with Topic-Based Mixture Modeling and Semi-Supervised Training
Bing Xiang | Liang Zhou

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Cross-cultural Deception Detection
Verónica Pérez-Rosas | Rada Mihalcea

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Particle Filter Rejuvenation and Latent Dirichlet Allocation
Chandler May | Alex Clemmer | Benjamin Van Durme

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Comparing Automatic Evaluation Measures for Image Description
Desmond Elliott | Frank Keller

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Learning a Lexical Simplifier Using Wikipedia
Colby Horn | Cathryn Manduca | David Kauchak

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Cheap and easy entity evaluation
Ben Hachey | Joel Nothman | Will Radford

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Identifying Real-Life Complex Task Names with Task-Intrinsic Entities from Microblogs
Ting-Xuan Wang | Kun-Yu Tsai | Wen-Hsiang Lu

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Mutual Disambiguation for Entity Linking
Eric Charton | Marie-Jean Meurs | Ludovic Jean-Louis | Michel Gagnon

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How Well can We Learn Interpretable Entity Types from Text?
Dirk Hovy

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Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval
Shigehiko Schamoni | Felix Hieber | Artem Sokolov | Stefan Riezler

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Two-Stage Hashing for Fast Document Retrieval
Hao Li | Wei Liu | Heng Ji

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An Annotation Framework for Dense Event Ordering
Taylor Cassidy | Bill McDowell | Nathanael Chambers | Steven Bethard

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Linguistically debatable or just plain wrong?
Barbara Plank | Dirk Hovy | Anders Søgaard

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Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)
Byron C. Wallace | Do Kook Choe | Laura Kertz | Eugene Charniak

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Automatic prediction of aspectual class of verbs in context
Annemarie Friedrich | Alexis Palmer

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Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification
Michael Roth | Sabine Schulte im Walde

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Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation
Tong Wang | Graeme Hirst

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Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout
Yi Yang | Jacob Eisenstein

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Improving Lexical Embeddings with Semantic Knowledge
Mo Yu | Mark Dredze

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Optimizing Segmentation Strategies for Simultaneous Speech Translation
Yusuke Oda | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

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A joint inference of deep case analysis and zero subject generation for Japanese-to-English statistical machine translation
Taku Kudo | Hiroshi Ichikawa | Hideto Kazawa

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A Hybrid Approach to Skeleton-based Translation
Tong Xiao | Jingbo Zhu | Chunliang Zhang

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Effective Selection of Translation Model Training Data
Le Liu | Yu Hong | Hao Liu | Xing Wang | Jianmin Yao

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Refinements to Interactive Translation Prediction Based on Search Graphs
Philipp Koehn | Chara Tsoukala | Herve Saint-Amand

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Cross-lingual Model Transfer Using Feature Representation Projection
Mikhail Kozhevnikov | Ivan Titov

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Cross-language and Cross-encyclopedia Article Linking Using Mixed-language Topic Model and Hypernym Translation
Yu-Chun Wang | Chun-Kai Wu | Richard Tzong-Han Tsai

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Nonparametric Method for Data-driven Image Captioning
Rebecca Mason | Eugene Charniak

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Improved Correction Detection in Revised ESL Sentences
Huichao Xue | Rebecca Hwa

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Unsupervised Alignment of Privacy Policies using Hidden Markov Models
Rohan Ramanath | Fei Liu | Norman Sadeh | Noah A. Smith

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Enriching Cold Start Personalized Language Model Using Social Network Information
Yu-Yang Huang | Rui Yan | Tsung-Ting Kuo | Shou-De Lin

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Automatic Labelling of Topic Models Learned from Twitter by Summarisation
Amparo Elizabeth Cano Basave | Yulan He | Ruifeng Xu

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Stochastic Contextual Edit Distance and Probabilistic FSTs
Ryan Cotterell | Nanyun Peng | Jason Eisner

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Labelling Topics using Unsupervised Graph-based Methods
Nikolaos Aletras | Mark Stevenson

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Training a Korean SRL System with Rich Morphological Features
Young-Bum Kim | Heemoon Chae | Benjamin Snyder | Yu-Seop Kim

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Semantic Parsing for Single-Relation Question Answering
Wen-tau Yih | Xiaodong He | Christopher Meek

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On WordNet Semantic Classes and Dependency Parsing
Kepa Bengoetxea | Eneko Agirre | Joakim Nivre | Yue Zhang | Koldo Gojenola

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Enforcing Structural Diversity in Cube-pruned Dependency Parsing
Hao Zhang | Ryan McDonald

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The Penn Parsed Corpus of Modern British English: First Parsing Results and Analysis
Seth Kulick | Anthony Kroch | Beatrice Santorini

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Parser Evaluation Using Derivation Trees: A Complement to evalb
Seth Kulick | Ann Bies | Justin Mott | Anthony Kroch | Beatrice Santorini | Mark Liberman

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Learning Polylingual Topic Models from Code-Switched Social Media Documents
Nanyun Peng | Yiming Wang | Mark Dredze

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Normalizing tweets with edit scripts and recurrent neural embeddings
Grzegorz Chrupała

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Exponential Reservoir Sampling for Streaming Language Models
Miles Osborne | Ashwin Lall | Benjamin Van Durme

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A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection
Lu Wang | Claire Cardie

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A Simple Bayesian Modelling Approach to Event Extraction from Twitter
Deyu Zhou | Liangyu Chen | Yulan He

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Be Appropriate and Funny: Automatic Entity Morph Encoding
Boliang Zhang | Hongzhao Huang | Xiaoman Pan | Heng Ji | Kevin Knight | Zhen Wen | Yizhou Sun | Jiawei Han | Bulent Yener

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Applying Grammar Induction to Text Mining
Andrew Salway | Samia Touileb

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Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction
Xianpei Han | Le Sun

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Concreteness and Subjectivity as Dimensions of Lexical Meaning
Felix Hill | Anna Korhonen

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Infusion of Labeled Data into Distant Supervision for Relation Extraction
Maria Pershina | Bonan Min | Wei Xu | Ralph Grishman

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Recognizing Implied Predicate-Argument Relationships in Textual Inference
Asher Stern | Ido Dagan

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Measuring metaphoricity
Jonathan Dunn

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Empirical Study of Unsupervised Chinese Word Segmentation Methods for SMT on Large-scale Corpora
Xiaolin Wang | Masao Utiyama | Andrew Finch | Eiichiro Sumita

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EM Decipherment for Large Vocabularies
Malte Nuhn | Hermann Ney

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XMEANT: Better semantic MT evaluation without reference translations
Chi-kiu Lo | Meriem Beloucif | Markus Saers | Dekai Wu

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Sentence Level Dialect Identification for Machine Translation System Selection
Wael Salloum | Heba Elfardy | Linda Alamir-Salloum | Nizar Habash | Mona Diab

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RNN-based Derivation Structure Prediction for SMT
Feifei Zhai | Jiajun Zhang | Yu Zhou | Chengqing Zong

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Hierarchical MT Training using Max-Violation Perceptron
Kai Zhao | Liang Huang | Haitao Mi | Abe Ittycheriah

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Punctuation Processing for Projective Dependency Parsing
Ji Ma | Yue Zhang | Jingbo Zhu

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Transforming trees into hedges and parsing with “hedgebank” grammars
Mahsa Yarmohammadi | Aaron Dunlop | Brian Roark

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Incremental Predictive Parsing with TurboParser
Arne Köhn | Wolfgang Menzel

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Tailoring Continuous Word Representations for Dependency Parsing
Mohit Bansal | Kevin Gimpel | Karen Livescu

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Observational Initialization of Type-Supervised Taggers
Hui Zhang | John DeNero

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How much do word embeddings encode about syntax?
Jacob Andreas | Dan Klein

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Distributed Representations of Geographically Situated Language
David Bamman | Chris Dyer | Noah A. Smith

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Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More
Douwe Kiela | Felix Hill | Anna Korhonen | Stephen Clark

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Bilingual Event Extraction: a Case Study on Trigger Type Determination
Zhu Zhu | Shoushan Li | Guodong Zhou | Rui Xia

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Understanding Relation Temporality of Entities
Taesung Lee | Seung-won Hwang

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Does the Phonology of L1 Show Up in L2 Texts?
Garrett Nicolai | Grzegorz Kondrak

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Cross-lingual Opinion Analysis via Negative Transfer Detection
Lin Gui | Ruifeng Xu | Qin Lu | Jun Xu | Jian Xu | Bin Liu | Xiaolong Wang

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bib (full) Proceedings of the ACL 2014 Student Research Workshop

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Proceedings of the ACL 2014 Student Research Workshop
Ekaterina Kochmar | Annie Louis | Svitlana Volkova | Jordan Boyd-Graber | Bill Byrne

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Bayesian Kernel Methods for Natural Language Processing
Daniel Beck

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Extracting Temporal and Causal Relations between Events
Paramita Mirza

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Towards a discourse relation-aware approach for Chinese-English machine translation
Frances Yung

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Analyzing Positions and Topics in Political Discussions of the German Bundestag
Cäcilia Zirn

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A Mapping-Based Approach for General Formal Human Computer Interaction Using Natural Language
Vincent Letard | Sophie Rosset | Gabriel Illouz

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An Exploration of Embeddings for Generalized Phrases
Wenpeng Yin | Hinrich Schütze

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Learning Grammar with Explicit Annotations for Subordinating Conjunctions
Dongchen Li | Xiantao Zhang | Xihong Wu

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Going beyond sentences when applying tree kernels
Dmitry Ilvovsky

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Multi-document summarization using distortion-rate ratio
Ulukbek Attokurov | Ulug Bayazit

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Disambiguating prepositional phrase attachment sites with sense information captured in contextualized distributional data
Clayton Greenberg

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Open Information Extraction for Spanish Language based on Syntactic Constraints
Alisa Zhila | Alexander Gelbukh

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Improving Text Normalization via Unsupervised Model and Discriminative Reranking
Chen Li | Yang Liu

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Semi-Automatic Development of KurdNet, The Kurdish WordNet
Purya Aliabadi

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bib (full) Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations

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Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Kalina Bontcheva | Jingbo Zhu

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Cross-Lingual Information to the Rescue in Keyword Extraction
Chung-Chi Huang | Maxine Eskenazi | Jaime Carbonell | Lun-Wei Ku | Ping-Che Yang

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Visualization, Search, and Error Analysis for Coreference Annotations
Markus Gärtner | Anders Björkelund | Gregor Thiele | Wolfgang Seeker | Jonas Kuhn

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Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
Jana Straková | Milan Straka | Jan Hajič

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Community Evaluation and Exchange of Word Vectors at wordvectors.org
Manaal Faruqui | Chris Dyer

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WINGS:Writing with Intelligent Guidance and Suggestions
Xianjun Dai | Yuanchao Liu | Xiaolong Wang | Bingquan Liu

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DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments
Nicolai Erbs | Pedro Bispo Santos | Iryna Gurevych | Torsten Zesch

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Real-Time Detection, Tracking, and Monitoring of Automatically Discovered Events in Social Media
Miles Osborne | Sean Moran | Richard McCreadie | Alexander Von Lunen | Martin Sykora | Elizabeth Cano | Neil Ireson | Craig Macdonald | Iadh Ounis | Yulan He | Tom Jackson | Fabio Ciravegna | Ann O’Brien

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The Excitement Open Platform for Textual Inferences
Bernardo Magnini | Roberto Zanoli | Ido Dagan | Kathrin Eichler | Guenter Neumann | Tae-Gil Noh | Sebastian Pado | Asher Stern | Omer Levy

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WELT: Using Graphics Generation in Linguistic Fieldwork
Morgan Ulinski | Anusha Balakrishnan | Bob Coyne | Julia Hirschberg | Owen Rambow

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The Stanford CoreNLP Natural Language Processing Toolkit
Christopher Manning | Mihai Surdeanu | John Bauer | Jenny Finkel | Steven Bethard | David McClosky

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DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data
Johannes Daxenberger | Oliver Ferschke | Iryna Gurevych | Torsten Zesch

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WoSIT: A Word Sense Induction Toolkit for Search Result Clustering and Diversification
Daniele Vannella | Tiziano Flati | Roberto Navigli

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A Rule-Augmented Statistical Phrase-based Translation System
Cong Duy Vu Hoang | AiTi Aw | Nhung T. H. Nguyen

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KyotoEBMT: An Example-Based Dependency-to-Dependency Translation Framework
John Richardson | Fabien Cromières | Toshiaki Nakazawa | Sadao Kurohashi

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kLogNLP: Graph Kernel–based Relational Learning of Natural Language
Mathias Verbeke | Paolo Frasconi | Kurt De Grave | Fabrizio Costa | Luc De Raedt

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Automatic Annotation Suggestions and Custom Annotation Layers in WebAnno
Seid Muhie Yimam | Chris Biemann | Richard Eckart de Castilho | Iryna Gurevych

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Web Information Mining and Decision Support Platform for the Modern Service Industry
Binyang Li | Lanjun Zhou | Zhongyu Wei | Kam-fai Wong | Ruifeng Xu | Yunqing Xia

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FAdR: A System for Recognizing False Online Advertisements
Yi-jie Tang | Hsin-Hsi Chen

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lex4all: A language-independent tool for building and evaluating pronunciation lexicons for small-vocabulary speech recognition
Anjana Vakil | Max Paulus | Alexis Palmer | Michaela Regneri

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Enhanced Search with Wildcards and Morphological Inflections in the Google Books Ngram Viewer
Jason Mann | David Zhang | Lu Yang | Dipanjan Das | Slav Petrov

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Simplified Dependency Annotations with GFL-Web
Michael T. Mordowanec | Nathan Schneider | Chris Dyer | Noah A. Smith

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bib (full) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials

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Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials
Alex Fraser | Yang Liu

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Gaussian Processes for Natural Language Processing
Trevor Cohn | Daniel Preoţiuc-Pietro | Neil Lawrence

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Scalable Large-Margin Structured Learning: Theory and Algorithms
Liang Huang | Kai Zhao | Lemao Liu

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Semantics for Large-Scale Multimedia: New Challenges for NLP
Florian Metze | Koichi Shinoda

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Wikification and Beyond: The Challenges of Entity and Concept Grounding
Dan Roth | Heng Ji | Ming-Wei Chang | Taylor Cassidy

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New Directions in Vector Space Models of Meaning
Edward Grefenstette | Karl Moritz Hermann | Georgiana Dinu | Phil Blunsom

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Structured Belief Propagation for NLP
Matthew Gormley | Jason Eisner

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Semantics, Discourse and Statistical Machine Translation
Deyi Xiong | Min Zhang

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Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding
Yue Zhang | Meishan Zhang | Ting Liu