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Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Katrin Erk | Noah A. Smith

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Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing
James Goodman | Andreas Vlachos | Jason Naradowsky

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Data Recombination for Neural Semantic Parsing
Robin Jia | Percy Liang

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Inferring Logical Forms From Denotations
Panupong Pasupat | Percy Liang

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Language to Logical Form with Neural Attention
Li Dong | Mirella Lapata

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Unsupervised Person Slot Filling based on Graph Mining
Dian Yu | Heng Ji

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A Multi-media Approach to Cross-lingual Entity Knowledge Transfer
Di Lu | Xiaoman Pan | Nima Pourdamghani | Shih-Fu Chang | Heng Ji | Kevin Knight

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Models and Inference for Prefix-Constrained Machine Translation
Joern Wuebker | Spence Green | John DeNero | Saša Hasan | Minh-Thang Luong

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Modeling Coverage for Neural Machine Translation
Zhaopeng Tu | Zhengdong Lu | Yang Liu | Xiaohua Liu | Hang Li

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Improving Neural Machine Translation Models with Monolingual Data
Rico Sennrich | Barry Haddow | Alexandra Birch

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Graph-Based Translation Via Graph Segmentation
Liangyou Li | Andy Way | Qun Liu

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Incremental Acquisition of Verb Hypothesis Space towards Physical World Interaction
Lanbo She | Joyce Chai

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Language Transfer Learning for Supervised Lexical Substitution
Gerold Hintz | Chris Biemann

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Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
Yulia Tsvetkov | Manaal Faruqui | Wang Ling | Brian MacWhinney | Chris Dyer

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Pointing the Unknown Words
Caglar Gulcehre | Sungjin Ahn | Ramesh Nallapati | Bowen Zhou | Yoshua Bengio

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Generalized Transition-based Dependency Parsing via Control Parameters
Bernd Bohnet | Ryan McDonald | Emily Pitler | Ji Ma

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A Transition-Based System for Joint Lexical and Syntactic Analysis
Matthieu Constant | Joakim Nivre

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Neural Greedy Constituent Parsing with Dynamic Oracles
Maximin Coavoux | Benoît Crabbé

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Literal and Metaphorical Senses in Compositional Distributional Semantic Models
E. Dario Gutiérrez | Ekaterina Shutova | Tyler Marghetis | Benjamin Bergen

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Idiom Token Classification using Sentential Distributed Semantics
Giancarlo Salton | Robert Ross | John Kelleher

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Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto | Yoshimasa Tsuruoka

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Metaphor Detection with Topic Transition, Emotion and Cognition in Context
Hyeju Jang | Yohan Jo | Qinlan Shen | Michael Miller | Seungwhan Moon | Carolyn Rosé

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Compressing Neural Language Models by Sparse Word Representations
Yunchuan Chen | Lili Mou | Yan Xu | Ge Li | Zhi Jin

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Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh | Hinrich Schütze

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On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić | Anna Korhonen

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Liberal Event Extraction and Event Schema Induction
Lifu Huang | Taylor Cassidy | Xiaocheng Feng | Heng Ji | Clare R. Voss | Jiawei Han | Avirup Sil

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Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling
Deyu Zhou | Tianmeng Gao | Yulan He

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Using Sentence-Level LSTM Language Models for Script Inference
Karl Pichotta | Raymond J. Mooney

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Two Discourse Driven Language Models for Semantics
Haoruo Peng | Dan Roth

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Sentiment Domain Adaptation with Multiple Sources
Fangzhao Wu | Yongfeng Huang

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Connotation Frames: A Data-Driven Investigation
Hannah Rashkin | Sameer Singh | Yejin Choi

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Bi-Transferring Deep Neural Networks for Domain Adaptation
Guangyou Zhou | Zhiwen Xie | Jimmy Xiangji Huang | Tingting He

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Document-level Sentiment Inference with Social, Faction, and Discourse Context
Eunsol Choi | Hannah Rashkin | Luke Zettlemoyer | Yejin Choi

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Active Learning for Dependency Parsing with Partial Annotation
Zhenghua Li | Min Zhang | Yue Zhang | Zhanyi Liu | Wenliang Chen | Hua Wu | Haifeng Wang

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Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound
Caio Corro | Joseph Le Roux | Mathieu Lacroix | Antoine Rozenknop | Roberto Wolfler Calvo

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Query Expansion with Locally-Trained Word Embeddings
Fernando Diaz | Bhaskar Mitra | Nick Craswell

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Together we stand: Siamese Networks for Similar Question Retrieval
Arpita Das | Harish Yenala | Manoj Chinnakotla | Manish Shrivastava

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News Citation Recommendation with Implicit and Explicit Semantics
Hao Peng | Jing Liu | Chin-Yew Lin

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Grapheme-to-Phoneme Models for (Almost) Any Language
Aliya Deri | Kevin Knight

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Neural Word Segmentation Learning for Chinese
Deng Cai | Hai Zhao

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Transition-Based Neural Word Segmentation
Meishan Zhang | Yue Zhang | Guohong Fu

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A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data
Adam Trischler | Zheng Ye | Xingdi Yuan | Jing He | Philip Bachman

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Combining Natural Logic and Shallow Reasoning for Question Answering
Gabor Angeli | Neha Nayak Kennard | Christopher D. Manning

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Easy Questions First? A Case Study on Curriculum Learning for Question Answering
Mrinmaya Sachan | Eric Xing

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Improved Representation Learning for Question Answer Matching
Ming Tan | Cicero dos Santos | Bing Xiang | Bowen Zhou

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Tables as Semi-structured Knowledge for Question Answering
Sujay Kumar Jauhar | Peter Turney | Eduard Hovy

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Neural Summarization by Extracting Sentences and Words
Jianpeng Cheng | Mirella Lapata

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Neural Networks For Negation Scope Detection
Federico Fancellu | Adam Lopez | Bonnie Webber

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CSE: Conceptual Sentence Embeddings based on Attention Model
Yashen Wang | Heyan Huang | Chong Feng | Qiang Zhou | Jiahui Gu | Xiong Gao

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DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents
Zhao Yan | Nan Duan | Junwei Bao | Peng Chen | Ming Zhou | Zhoujun Li | Jianshe Zhou

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Investigating the Sources of Linguistic Alignment in Conversation
Gabriel Doyle | Michael C. Frank

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Entropy Converges Between Dialogue Participants: Explanations from an Information-Theoretic Perspective
Yang Xu | David Reitter

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Finding the Middle Ground - A Model for Planning Satisficing Answers
Sabine Janzen | Wolfgang Maaß | Tobias Kowatsch

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A Sentence Interaction Network for Modeling Dependence between Sentences
Biao Liu | Minlie Huang

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Towards more variation in text generation: Developing and evaluating variation models for choice of referential form
Thiago Castro Ferreira | Emiel Krahmer | Sander Wubben

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How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions
Arun Chaganty | Percy Liang

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Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus
Iulian Vlad Serban | Alberto García-Durán | Caglar Gulcehre | Sungjin Ahn | Sarath Chandar | Aaron Courville | Yoshua Bengio

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Latent Predictor Networks for Code Generation
Wang Ling | Phil Blunsom | Edward Grefenstette | Karl Moritz Hermann | Tomáš Kočiský | Fumin Wang | Andrew Senior

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Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs
Sina Zarrieß | David Schlangen

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Collective Entity Resolution with Multi-Focal Attention
Amir Globerson | Nevena Lazic | Soumen Chakrabarti | Amarnag Subramanya | Michael Ringgaard | Fernando Pereira

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Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric
Nafise Sadat Moosavi | Michael Strube

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Improving Coreference Resolution by Learning Entity-Level Distributed Representations
Kevin Clark | Christopher D. Manning

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Effects of Creativity and Cluster Tightness on Short Text Clustering Performance
Catherine Finegan-Dollak | Reed Coke | Rui Zhang | Xiangyi Ye | Dragomir Radev

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Generative Topic Embedding: a Continuous Representation of Documents
Shaohua Li | Tat-Seng Chua | Jun Zhu | Chunyan Miao

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Detecting Common Discussion Topics Across Culture From News Reader Comments
Bei Shi | Wai Lam | Lidong Bing | Yinqing Xu

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A Discriminative Topic Model using Document Network Structure
Weiwei Yang | Jordan Boyd-Graber | Philip Resnik

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AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment Lexicons
Nora Al-Twairesh | Hend Al-Khalifa | Abdulmalik Al-Salman

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Unsupervised Multi-Author Document Decomposition Based on Hidden Markov Model
Khaled Aldebei | Xiangjian He | Wenjing Jia | Jie Yang

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Automatic Text Scoring Using Neural Networks
Dimitrios Alikaniotis | Helen Yannakoudakis | Marek Rei

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Improved Semantic Parsers For If-Then Statements
I. Beltagy | Chris Quirk

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Universal Dependencies for Learner English
Yevgeni Berzak | Jessica Kenney | Carolyn Spadine | Jing Xian Wang | Lucia Lam | Keiko Sophie Mori | Sebastian Garza | Boris Katz

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Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction
Joachim Bingel | Maria Barrett | Anders Søgaard

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Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Rui Cai | Xiaodong Zhang | Houfeng Wang

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Sentence Rewriting for Semantic Parsing
Bo Chen | Le Sun | Xianpei Han | Bo An

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Chinese Zero Pronoun Resolution with Deep Neural Networks
Chen Chen | Vincent Ng

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Constrained Multi-Task Learning for Automated Essay Scoring
Ronan Cummins | Meng Zhang | Ted Briscoe

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CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai | Lei Li | Wei Xu

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Verbs Taking Clausal and Non-Finite Arguments as Signals of Modality – Revisiting the Issue of Meaning Grounded in Syntax
Judith Eckle-Kohler

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Tree-to-Sequence Attentional Neural Machine Translation
Akiko Eriguchi | Kazuma Hashimoto | Yoshimasa Tsuruoka

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Coordination Annotation Extension in the Penn Tree Bank
Jessica Ficler | Yoav Goldberg

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Analyzing Biases in Human Perception of User Age and Gender from Text
Lucie Flekova | Jordan Carpenter | Salvatore Giorgi | Lyle Ungar | Daniel Preoţiuc-Pietro

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Modeling Social Norms Evolution for Personalized Sentiment Classification
Lin Gong | Mohammad Al Boni | Hongning Wang

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Modeling Concept Dependencies in a Scientific Corpus
Jonathan Gordon | Linhong Zhu | Aram Galstyan | Prem Natarajan | Gully Burns

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Normalized Log-Linear Interpolation of Backoff Language Models is Efficient
Kenneth Heafield | Chase Geigle | Sean Massung | Lane Schwartz

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How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation
Danqing Huang | Shuming Shi | Chin-Yew Lin | Jian Yin | Wei-Ying Ma

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Embeddings for Word Sense Disambiguation: An Evaluation Study
Ignacio Iacobacci | Mohammad Taher Pilehvar | Roberto Navigli

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Text Understanding with the Attention Sum Reader Network
Rudolf Kadlec | Martin Schmid | Ondrej Bajgar | Jan Kleindienst

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Investigating LSTMs for Joint Extraction of Opinion Entities and Relations
Arzoo Katiyar | Claire Cardie

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Transition-Based Left-Corner Parsing for Identifying PTB-Style Nonlocal Dependencies
Yoshihide Kato | Shigeki Matsubara

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Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Tom Kenter | Alexey Borisov | Maarten de Rijke

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Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings
Fereshte Khani | Martin Rinard | Percy Liang

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Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking
Seokhwan Kim | Rafael Banchs | Haizhou Li

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Cross-Lingual Lexico-Semantic Transfer in Language Learning
Ekaterina Kochmar | Ekaterina Shutova

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A CALL System for Learning Preposition Usage
John Lee | Donald Sturgeon | Mengqi Luo

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A Persona-Based Neural Conversation Model
Jiwei Li | Michel Galley | Chris Brockett | Georgios Spithourakis | Jianfeng Gao | Bill Dolan

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Discriminative Deep Random Walk for Network Classification
Juzheng Li | Jun Zhu | Bo Zhang

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Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham | Nigel Collier

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Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora
Chunyang Liu | Yang Liu | Maosong Sun | Huanbo Luan | Heng Yu

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Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu | Xipeng Qiu | Jifan Chen | Xuanjing Huang

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Understanding Discourse on Work and Job-Related Well-Being in Public Social Media
Tong Liu | Christopher Homan | Cecilia Ovesdotter Alm | Megan Lytle | Ann Marie White | Henry Kautz

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Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Minh-Thang Luong | Christopher D. Manning

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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma | Eduard Hovy

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Off-topic Response Detection for Spontaneous Spoken English Assessment
Andrey Malinin | Rogier Van Dalen | Kate Knill | Yu Wang | Mark Gales

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Synthesizing Compound Words for Machine Translation
Austin Matthews | Eva Schlinger | Alon Lavie | Chris Dyer

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Harnessing Cognitive Features for Sarcasm Detection
Abhijit Mishra | Diptesh Kanojia | Seema Nagar | Kuntal Dey | Pushpak Bhattacharyya

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End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
Makoto Miwa | Mohit Bansal

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A short proof that O_2 is an MCFL
Mark-Jan Nederhof

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Context-aware Argumentative Relation Mining
Huy Nguyen | Diane Litman

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Leveraging Inflection Tables for Stemming and Lemmatization.
Garrett Nicolai | Grzegorz Kondrak

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Scaling a Natural Language Generation System
Jonathan Pfeil | Soumya Ray

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ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Forough Poursabzi-Sangdeh | Jordan Boyd-Graber | Leah Findlater | Kevin Seppi

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Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing
Vinodkumar Prabhakaran | William L. Hamilton | Dan McFarland | Dan Jurafsky

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Compositional Sequence Labeling Models for Error Detection in Learner Writing
Marek Rei | Helen Yannakoudakis

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Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth | Mirella Lapata

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Prediction of Prospective User Engagement with Intelligent Assistants
Shumpei Sano | Nobuhiro Kaji | Manabu Sassano

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Resolving References to Objects in Photographs using the Words-As-Classifiers Model
David Schlangen | Sina Zarrieß | Casey Kennington

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RBPB: Regularization-Based Pattern Balancing Method for Event Extraction
Lei Sha | Jing Liu | Chin-Yew Lin | Sujian Li | Baobao Chang | Zhifang Sui

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Neural Network-Based Model for Japanese Predicate Argument Structure Analysis
Tomohide Shibata | Daisuke Kawahara | Sadao Kurohashi

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Addressing Limited Data for Textual Entailment Across Domains
Chaitanya Shivade | Preethi Raghavan | Siddharth Patwardhan

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Annotating and Predicting Non-Restrictive Noun Phrase Modifications
Gabriel Stanovsky | Ido Dagan

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Bilingual Segmented Topic Model
Akihiro Tamura | Eiichiro Sumita

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Learning Semantically and Additively Compositional Distributional Representations
Ran Tian | Naoaki Okazaki | Kentaro Inui

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Inner Attention based Recurrent Neural Networks for Answer Selection
Bingning Wang | Kang Liu | Jun Zhao

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Relation Classification via Multi-Level Attention CNNs
Linlin Wang | Zhu Cao | Gerard de Melo | Zhiyuan Liu

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Knowledge Base Completion via Coupled Path Ranking
Quan Wang | Jing Liu | Yuanfei Luo | Bin Wang | Chin-Yew Lin

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Larger-Context Language Modelling with Recurrent Neural Network
Tian Wang | Kyunghyun Cho

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The Creation and Analysis of a Website Privacy Policy Corpus
Shomir Wilson | Florian Schaub | Aswarth Abhilash Dara | Frederick Liu | Sushain Cherivirala | Pedro Giovanni Leon | Mads Schaarup Andersen | Sebastian Zimmeck | Kanthashree Mysore Sathyendra | N. Cameron Russell | Thomas B. Norton | Eduard Hovy | Joel Reidenberg | Norman Sadeh

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Sequence-based Structured Prediction for Semantic Parsing
Chunyang Xiao | Marc Dymetman | Claire Gardent

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Learning Word Meta-Embeddings
Wenpeng Yin | Hinrich Schütze

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Towards Constructing Sports News from Live Text Commentary
Jianmin Zhang | Jin-ge Yao | Xiaojun Wan

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A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation
Jingyi Zhang | Masao Utiyama | Eiichro Sumita | Graham Neubig | Satoshi Nakamura

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Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network
Zhisong Zhang | Hai Zhao | Lianhui Qin

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A Search-Based Dynamic Reranking Model for Dependency Parsing
Hao Zhou | Yue Zhang | Shujian Huang | Junsheng Zhou | Xin-Yu Dai | Jiajun Chen

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Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao

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Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields
Jingwei Zhuo | Yong Cao | Jun Zhu | Bo Zhang | Zaiqing Nie

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Identifying Causal Relations Using Parallel Wikipedia Articles
Christopher Hidey | Kathy McKeown

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Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text
Kristina Toutanova | Xi Victoria Lin | Wen-tau Yih | Hoifung Poon | Chris Quirk

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Commonsense Knowledge Base Completion
Xiang Li | Aynaz Taheri | Lifu Tu | Kevin Gimpel

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Simpler Context-Dependent Logical Forms via Model Projections
Reginald Long | Panupong Pasupat | Percy Liang

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A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman | Jon Gauthier | Abhinav Rastogi | Raghav Gupta | Christopher D. Manning | Christopher Potts

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Investigating Language Universal and Specific Properties in Word Embeddings
Peng Qian | Xipeng Qiu | Xuanjing Huang

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Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
William L. Hamilton | Jure Leskovec | Dan Jurafsky

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Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long
Alakananda Vempala | Eduardo Blanco

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LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning
Andrew Bennett | Timothy Baldwin | Jey Han Lau | Diana McCarthy | Francis Bond

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The LAMBADA dataset: Word prediction requiring a broad discourse context
Denis Paperno | Germán Kruszewski | Angeliki Lazaridou | Ngoc Quan Pham | Raffaella Bernardi | Sandro Pezzelle | Marco Baroni | Gemma Boleda | Raquel Fernández

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WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
Daniel Hewlett | Alexandre Lacoste | Llion Jones | Illia Polosukhin | Andrew Fandrianto | Jay Han | Matthew Kelcey | David Berthelot

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Optimizing Spectral Learning for Parsing
Shashi Narayan | Shay B. Cohen

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Stack-propagation: Improved Representation Learning for Syntax
Yuan Zhang | David Weiss

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Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
Svitlana Volkova | Yoram Bachrach

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Prototype Synthesis for Model Laws
Matthew Burgess | Eugenia Giraudy | Eytan Adar

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Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Ivan Habernal | Iryna Gurevych

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Discovery of Treatments from Text Corpora
Christian Fong | Justin Grimmer

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Learning Structured Predictors from Bandit Feedback for Interactive NLP
Artem Sokolov | Julia Kreutzer | Christopher Lo | Stefan Riezler

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Deep Reinforcement Learning with a Natural Language Action Space
Ji He | Jianshu Chen | Xiaodong He | Jianfeng Gao | Lihong Li | Li Deng | Mari Ostendorf

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Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Jiatao Gu | Zhengdong Lu | Hang Li | Victor O.K. Li

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Cross-domain Text Classification with Multiple Domains and Disparate Label Sets
Himanshu Sharad Bhatt | Manjira Sinha | Shourya Roy

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Morphological Smoothing and Extrapolation of Word Embeddings
Ryan Cotterell | Hinrich Schütze | Jason Eisner

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Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay | Manaal Faruqui | Chris Dyer | Dan Roth

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Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova | Laura Rimell | Trevor Cohn | Timothy Baldwin

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Minimum Risk Training for Neural Machine Translation
Shiqi Shen | Yong Cheng | Zhongjun He | Wei He | Hua Wu | Maosong Sun | Yang Liu

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A Character-level Decoder without Explicit Segmentation for Neural Machine Translation
Junyoung Chung | Kyunghyun Cho | Yoshua Bengio

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Target-Side Context for Discriminative Models in Statistical Machine Translation
Aleš Tamchyna | Alexander Fraser | Ondřej Bojar | Marcin Junczys-Dowmunt

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Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich | Barry Haddow | Alexandra Birch

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Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network
Jifan Chen | Qi Zhang | Pengfei Liu | Xipeng Qiu | Xuanjing Huang

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Model Architectures for Quotation Detection
Christian Scheible | Roman Klinger | Sebastian Padó

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Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models
Shafiq Joty | Enamul Hoque

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Situation entity types: automatic classification of clause-level aspect
Annemarie Friedrich | Alexis Palmer | Manfred Pinkal

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Learning Prototypical Event Structure from Photo Albums
Antoine Bosselut | Jianfu Chen | David Warren | Hannaneh Hajishirzi | Yejin Choi

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Cross-Lingual Image Caption Generation
Takashi Miyazaki | Nobuyuki Shimizu

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Learning Concept Taxonomies from Multi-modal Data
Hao Zhang | Zhiting Hu | Yuntian Deng | Mrinmaya Sachan | Zhicheng Yan | Eric Xing

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Generating Natural Questions About an Image
Nasrin Mostafazadeh | Ishan Misra | Jacob Devlin | Margaret Mitchell | Xiaodong He | Lucy Vanderwende

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Physical Causality of Action Verbs in Grounded Language Understanding
Qiaozi Gao | Malcolm Doering | Shaohua Yang | Joyce Chai

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Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization
Maxime Peyrard | Judith Eckle-Kohler

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Phrase Structure Annotation and Parsing for Learner English
Ryo Nagata | Keisuke Sakaguchi

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A Trainable Spaced Repetition Model for Language Learning
Burr Settles | Brendan Meeder

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User Modeling in Language Learning with Macaronic Texts
Adithya Renduchintala | Rebecca Knowles | Philipp Koehn | Jason Eisner

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On the Similarities Between Native, Non-native and Translated Texts
Ella Rabinovich | Sergiu Nisioi | Noam Ordan | Shuly Wintner

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Learning Text Pair Similarity with Context-sensitive Autoencoders
Hadi Amiri | Philip Resnik | Jordan Boyd-Graber | Hal Daumé III

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Linguistic Benchmarks of Online News Article Quality
Ioannis Arapakis | Filipa Peleja | Barla Berkant | Joao Magalhaes

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Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation
Ander Barrena | Aitor Soroa | Eneko Agirre

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Mining Paraphrasal Typed Templates from a Plain Text Corpus
Or Biran | Terra Blevins | Kathleen McKeown

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How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents
Anders Björkelund | Agnieszka Faleńska | Wolfgang Seeker | Jonas Kuhn

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MUTT: Metric Unit TesTing for Language Generation Tasks
William Boag | Renan Campos | Kate Saenko | Anna Rumshisky

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N-gram language models for massively parallel devices
Nikolay Bogoychev | Adam Lopez

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Cross-Lingual Morphological Tagging for Low-Resource Languages
Jan Buys | Jan A. Botha

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Semi-Supervised Learning for Neural Machine Translation
Yong Cheng | Wei Xu | Zhongjun He | Wei He | Hua Wu | Maosong Sun | Yang Liu

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Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen | David Grangier | Michael Auli

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Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Silvio Cordeiro | Carlos Ramisch | Marco Idiart | Aline Villavicencio

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Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
Greg Durrett | Taylor Berg-Kirkpatrick | Dan Klein

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Set-Theoretic Alignment for Comparable Corpora
Thierry Etchegoyhen | Andoni Azpeitia

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Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira | André F. T. Martins | Mariana S. C. Almeida

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Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Lucie Flekova | Iryna Gurevych

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Efficient techniques for parsing with tree automata
Jonas Groschwitz | Alexander Koller | Mark Johnson

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A Vector Space for Distributional Semantics for Entailment
James Henderson | Diana Popa

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Hidden Softmax Sequence Model for Dialogue Structure Analysis
Zhiyang He | Xien Liu | Ping Lv | Ji Wu

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Summarizing Source Code using a Neural Attention Model
Srinivasan Iyer | Ioannis Konstas | Alvin Cheung | Luke Zettlemoyer

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Continuous Profile Models in ASL Syntactic Facial Expression Synthesis
Hernisa Kacorri | Matt Huenerfauth

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Evaluating Sentiment Analysis in the Context of Securities Trading
Siavash Kazemian | Shunan Zhao | Gerald Penn

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Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference
Effi Levi | Roi Reichart | Ari Rappoport

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Topic Extraction from Microblog Posts Using Conversation Structures
Jing Li | Ming Liao | Wei Gao | Yulan He | Kam-Fai Wong

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Neural Relation Extraction with Selective Attention over Instances
Yankai Lin | Shiqi Shen | Zhiyuan Liu | Huanbo Luan | Maosong Sun

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Leveraging FrameNet to Improve Automatic Event Detection
Shulin Liu | Yubo Chen | Shizhu He | Kang Liu | Jun Zhao

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Learning To Use Formulas To Solve Simple Arithmetic Problems
Arindam Mitra | Chitta Baral

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Unravelling Names of Fictional Characters
Katerina Papantoniou | Stasinos Konstantopoulos

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Most “babies” are “little” and most “problems” are “huge”: Compositional Entailment in Adjective-Nouns
Ellie Pavlick | Chris Callison-Burch

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Modeling Stance in Student Essays
Isaac Persing | Vincent Ng

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A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation
Peng Qian | Xipeng Qiu | Xuanjing Huang

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Temporal Anchoring of Events for the TimeBank Corpus
Nils Reimers | Nazanin Dehghani | Iryna Gurevych

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Grammatical Error Correction: Machine Translation and Classifiers
Alla Rozovskaya | Dan Roth

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Recurrent neural network models for disease name recognition using domain invariant features
Sunil Sahu | Ashish Anand

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Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning
Upendra Sapkota | Thamar Solorio | Manuel Montes | Steven Bethard

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A Corpus-Based Analysis of Canonical Word Order of Japanese Double Object Constructions
Ryohei Sasano | Manabu Okumura

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Knowledge-Based Semantic Embedding for Machine Translation
Chen Shi | Shujie Liu | Shuo Ren | Shi Feng | Mu Li | Ming Zhou | Xu Sun | Houfeng Wang

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One for All: Towards Language Independent Named Entity Linking
Avirup Sil | Radu Florian

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On Approximately Searching for Similar Word Embeddings
Kohei Sugawara | Hayato Kobayashi | Masajiro Iwasaki

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Composing Distributed Representations of Relational Patterns
Sho Takase | Naoaki Okazaki | Kentaro Inui

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The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors
Hardik Vala | Andrew Piper | Derek Ruths

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Automatic Labeling of Topic Models Using Text Summaries
Xiaojun Wan | Tianming Wang

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Graph-based Dependency Parsing with Bidirectional LSTM
Wenhui Wang | Baobao Chang

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TransG : A Generative Model for Knowledge Graph Embedding
Han Xiao | Minlie Huang | Xiaoyan Zhu

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Question Answering on Freebase via Relation Extraction and Textual Evidence
Kun Xu | Siva Reddy | Yansong Feng | Songfang Huang | Dongyan Zhao

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Vector-space topic models for detecting Alzheimer’s disease
Maria Yancheva | Frank Rudzicz

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Chinese Couplet Generation with Neural Network Structures
Rui Yan | Cheng-Te Li | Xiaohua Hu | Ming Zhang

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A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Danqi Chen | Jason Bolton | Christopher D. Manning

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Learning Language Games through Interaction
Sida I. Wang | Percy Liang | Christopher D. Manning

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Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression
E. Dario Gutiérrez | Roger Levy | Benjamin Bergen

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Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz | Yoav Goldberg | Ido Dagan

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Multimodal Pivots for Image Caption Translation
Julian Hitschler | Shigehiko Schamoni | Stefan Riezler

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Harnessing Deep Neural Networks with Logic Rules
Zhiting Hu | Xuezhe Ma | Zhengzhong Liu | Eduard Hovy | Eric Xing

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Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language Changes
Fermín Moscoso del Prado Martín | Christian Brendel

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On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
Pei-Hao Su | Milica Gašić | Nikola Mrkšić | Lina M. Rojas-Barahona | Stefan Ultes | David Vandyke | Tsung-Hsien Wen | Steve Young

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Globally Normalized Transition-Based Neural Networks
Daniel Andor | Chris Alberti | David Weiss | Aliaksei Severyn | Alessandro Presta | Kuzman Ganchev | Slav Petrov | Michael Collins