Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Alessandro Moschitti, Bo Pang, Walter Daelemans (Editors)

Anthology ID:: D14-1
Month:: October
Year:: 2014
Address:: Doha, Qatar
Venue:: EMNLP
Event:: Conference on Empirical Methods in Natural Language Processing (2014)
SIG:: SIGDAT
Publisher:: Association for Computational Linguistics
URL:: https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D14-1/
DOI:: 10.3115/v1/D14-1
Bib Export formats:: BibTeX
PDF:: https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D14-1.pdf

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Alessandro Moschitti | Bo Pang | Walter Daelemans

pdf bib

Invited Talk: IBM Cognitive Computing - An NLP Renaissance!
Salim Roukos

pdf bib

Modeling Interestingness with Deep Neural Networks
Jianfeng Gao | Patrick Pantel | Michael Gamon | Xiaodong He | Li Deng

pdf bib

Translation Modeling with Bidirectional Recurrent Neural Networks
Martin Sundermeyer | Tamer Alkhouli | Joern Wuebker | Hermann Ney

pdf bib

A Neural Network Approach to Selectional Preference Acquisition
Tim Van de Cruys

pdf bib

Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela | Léon Bottou

pdf bib

Identifying Argumentative Discourse Structures in Persuasive Essays
Christian Stab | Iryna Gurevych

pdf bib

pdf bib

A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing
Fang Kong | Hwee Tou Ng | Guodong Zhou

pdf bib

Strongly Incremental Repair Detection
Julian Hough | Matthew Purver

pdf bib

Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields
Fan Yang | Paul Vozila

pdf bib

Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization
Nobuhiro Kaji | Masaru Kitsuregawa

pdf bib

Revisiting Embedding Features for Simple Semi-supervised Learning
Jiang Guo | Wanxiang Che | Haifeng Wang | Ting Liu

pdf bib

Combining Punctuation and Disfluency Prediction: An Empirical Study
Xuancong Wang | Khe Chai Sim | Hwee Tou Ng

pdf bib

Submodularity for Data Selection in Machine Translation
Katrin Kirchhoff | Jeff Bilmes

pdf bib

pdf bib

Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality
Zhongjun He | Hua Wu | Haifeng Wang | Ting Liu

pdf bib

Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM
Hidetaka Kamigaito | Taro Watanabe | Hiroya Takamura | Manabu Okumura

pdf bib

Asymmetric Features Of Human Generated Translation
Sauleh Eetemadi | Kristina Toutanova

pdf bib

Syntax-Augmented Machine Translation using Syntax-Label Clustering
Hideya Mino | Taro Watanabe | Eiichiro Sumita

pdf bib

Testing for Significance of Increased Correlation with Human Judgment
Yvette Graham | Timothy Baldwin

pdf bib

Syntactic SMT Using a Discriminative Text Generation Model
Yue Zhang | Kai Song | Linfeng Song | Jingbo Zhu | Qun Liu

pdf bib

Learning Hierarchical Translation Spans
Jingyi Zhang | Masao Utiyama | Eiichiro Sumita | Hai Zhao

pdf bib

Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation
Rui Wang | Hai Zhao | Bao-Liang Lu | Masao Utiyama | Eiichiro Sumita

pdf bib

Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs
Kostadin Cholakov | Valia Kordoni

pdf bib

Fitting Sentence Level Translation Evaluation with Many Dense Features
Miloš Stanojević | Khalil Sima’an

pdf bib

A Human Judgement Corpus and a Metric for Arabic MT Evaluation
Houda Bouamor | Hanan Alshikhabobakr | Behrang Mohit | Kemal Oflazer

pdf bib

pdf bib

Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation
Maryam Siahbani | Anoop Sarkar

pdf bib

Reordering Model for Forest-to-String Machine Translation
Martin Čmejrek

pdf bib

Aligning context-based statistical models of language with brain activity during reading
Leila Wehbe | Ashish Vaswani | Kevin Knight | Tom Mitchell

pdf bib

A Cognitive Model of Semantic Network Learning
Aida Nematzadeh | Afsaneh Fazly | Suzanne Stevenson

pdf bib

Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can’t See What I Mean
Felix Hill | Anna Korhonen

pdf bib

Go Climb a Dependency Tree and Correct the Grammatical Errors
Longkai Zhang | Houfeng Wang

pdf bib

An Unsupervised Model for Instance Level Subcategorization Acquisition
Simon Baker | Roi Reichart | Anna Korhonen

pdf bib

Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations
Liang Sun | Jason Mielens | Jason Baldridge

pdf bib

Incremental Semantic Role Labeling with Tree Adjoining Grammar
Ioannis Konstas | Frank Keller | Vera Demberg | Mirella Lapata

pdf bib

A Graph-based Approach for Contextual Text Normalization
Cagil Sönmez | Arzucan Özgür

pdf bib

ReNoun: Fact Extraction for Nominal Attributes
Mohamed Yahya | Steven Whang | Rahul Gupta | Alon Halevy

pdf bib

Hierarchical Discriminative Classification for Text-Based Geolocation
Benjamin Wing | Jason Baldridge

pdf bib

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data
Ivan Vulić | Marie-Francine Moens

pdf bib

Multi-Predicate Semantic Role Labeling
Haitong Yang | Chengqing Zong

pdf bib

Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning
Luciano Del Corro | Rainer Gemulla | Gerhard Weikum

pdf bib

Multi-Resolution Language Grounding with Weak Supervision
R. Koncel-Kedziorski | Hannaneh Hajishirzi | Ali Farhadi

pdf bib

Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases
Matt Gardner | Partha Talukdar | Jayant Krishnamurthy | Tom Mitchell

pdf bib

Composition of Word Representations Improves Semantic Role Labelling
Michael Roth | Kristian Woodsend

pdf bib

Automatic Domain Assignment for Word Sense Alignment
Tommaso Caselli | Carlo Strapparava

pdf bib

Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri
Muntsa Padró | Marco Idiart | Aline Villavicencio | Carlos Ramisch

pdf bib

Aligning English Strings with Abstract Meaning Representation Graphs
Nima Pourdamghani | Yang Gao | Ulf Hermjakob | Kevin Knight

pdf bib

A Shortest-path Method for Arc-factored Semantic Role Labeling
Xavier Lluís | Xavier Carreras | Lluís Màrquez

pdf bib

Semantic Kernels for Semantic Parsing
Iman Saleh | Alessandro Moschitti | Preslav Nakov | Lluís Màrquez | Shafiq Joty

pdf bib

pdf bib

Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis
Nikolaos Pappas | Andrei Popescu-Belis

pdf bib

Sentiment Analysis on the People’s Daily
Jiwei Li | Eduard Hovy

pdf bib

pdf bib

Positive Unlabeled Learning for Deceptive Reviews Detection
Yafeng Ren | Donghong Ji | Hongbin Zhang

pdf bib

Resolving Shell Nouns
Varada Kolhatkar | Graeme Hirst

pdf bib

A Comparison of Selectional Preference Models for Automatic Verb Classification
Will Roberts | Markus Egg

pdf bib

Learning to Solve Arithmetic Word Problems with Verb Categorization
Mohammad Javad Hosseini | Hannaneh Hajishirzi | Oren Etzioni | Nate Kushman

pdf bib

NaturalLI: Natural Logic Inference for Common Sense Reasoning
Gabor Angeli | Christopher D. Manning

pdf bib

Modeling Term Translation for Document-informed Machine Translation
Fandong Meng | Deyi Xiong | Wenbin Jiang | Qun Liu

pdf bib

Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation
Qing Dou | Ashish Vaswani | Kevin Knight

pdf bib

Latent Domain Phrase-based Models for Adaptation
Hoang Cuong | Khalil Sima’an

pdf bib

Translation Rules with Right-Hand Side Lattices
Fabien Cromières | Sadao Kurohashi

pdf bib

Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval
Ferhan Ture | Elizabeth Boschee

pdf bib

Semantic-Based Multilingual Document Clustering via Tensor Modeling
Salvatore Romeo | Andrea Tagarelli | Dino Ienco

pdf bib

Lexical Substitution for the Medical Domain
Martin Riedl | Michael Glass | Alfio Gliozzo

pdf bib

Question Answering with Subgraph Embeddings
Antoine Bordes | Sumit Chopra | Jason Weston

pdf bib

Correcting Keyboard Layout Errors and Homoglyphs in Queries
Derek Barnes | Mahesh Joshi | Hassan Sawaf

pdf bib

Non-linear Mapping for Improved Identification of 1300+ Languages
Ralf Brown

pdf bib

A Neural Network for Factoid Question Answering over Paragraphs
Mohit Iyyer | Jordan Boyd-Graber | Leonardo Claudino | Richard Socher | Hal Daumé III

pdf bib

Joint Relational Embeddings for Knowledge-based Question Answering
Min-Chul Yang | Nan Duan | Ming Zhou | Hae-Chang Rim

pdf bib

Adding High-Precision Links to Wikipedia
Thanapon Noraset | Chandra Bhagavatula | Doug Downey

pdf bib

Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval
Jennifer Williams | Sharon Tam | Wade Shen

pdf bib

Chinese Poetry Generation with Recurrent Neural Networks
Xingxing Zhang | Mirella Lapata

pdf bib

Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning
Cody Rioux | Sadid A. Hasan | Yllias Chali

pdf bib

Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees
Chen Li | Yang Liu | Fei Liu | Lin Zhao | Fuliang Weng

pdf bib

Analyzing Stemming Approaches for Turkish Multi-Document Summarization
Muhammed Yavuz Nuzumlalı | Arzucan Özgür

pdf bib

Invited Talk: Learning from Rational Behavior
Thorsten Joachims

pdf bib

Evaluating Neural Word Representations in Tensor-Based Compositional Settings
Dmitrijs Milajevs | Dimitri Kartsaklis | Mehrnoosh Sadrzadeh | Matthew Purver

pdf bib

Opinion Mining with Deep Recurrent Neural Networks
Ozan İrsoy | Claire Cardie

pdf bib

The Inside-Outside Recursive Neural Network model for Dependency Parsing
Phong Le | Willem Zuidema

pdf bib

A Fast and Accurate Dependency Parser using Neural Networks
Danqi Chen | Christopher Manning

pdf bib

Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates
Kazi Saidul Hasan | Vincent Ng

pdf bib

Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
Chen Chen | Vincent Ng

pdf bib

Unsupervised Sentence Enhancement for Automatic Summarization
Jackie Chi Kit Cheung | Gerald Penn

pdf bib

ReferItGame: Referring to Objects in Photographs of Natural Scenes
Sahar Kazemzadeh | Vicente Ordonez | Mark Matten | Tamara Berg

pdf bib

Unsupervised Template Mining for Semantic Category Understanding
Lei Shi | Shuming Shi | Chin-Yew Lin | Yi-Dong Shen | Yong Rui

pdf bib

Taxonomy Construction Using Syntactic Contextual Evidence
Anh Tuan Luu | Jung-jae Kim | See Kiong Ng

pdf bib

Analysing recall loss in named entity slot filling
Glen Pink | Joel Nothman | James R. Curran

pdf bib

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features
Deepak Venugopal | Chen Chen | Vibhav Gogate | Vincent Ng

pdf bib

Syllable weight encodes mostly the same information for English word segmentation as dictionary stress
John K Pate | Mark Johnson

pdf bib

A Joint Model for Unsupervised Chinese Word Segmentation
Miaohong Chen | Baobao Chang | Wenzhe Pei

pdf bib

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations
Yijia Liu | Yue Zhang | Wanxiang Che | Ting Liu | Fan Wu

pdf bib

Balanced Korean Word Spacing with Structural SVM
Changki Lee | Edward Choi | Hyunki Kim

pdf bib

Morphological Segmentation for Keyword Spotting
Karthik Narasimhan | Damianos Karakos | Richard Schwartz | Stavros Tsakalidis | Regina Barzilay

pdf bib

What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages
Long Duong | Trevor Cohn | Karin Verspoor | Steven Bird | Paul Cook

pdf bib

An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences
Diego Marcheggiani | Thierry Artières

pdf bib

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition
Ying Li | Pascale Fung

pdf bib

A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing
Carlos Gómez-Rodríguez | Francesco Sartorio | Giorgio Satta

pdf bib

Ambiguity Resolution for Vt-N Structures in Chinese
Yu-Ming Hsieh | Jason S. Chang | Keh-Jiann Chen

pdf bib

Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging
Yuta Tsuboi

pdf bib

System Combination for Grammatical Error Correction
Raymond Hendy Susanto | Peter Phandi | Hwee Tou Ng

pdf bib

Dependency parsing with latent refinements of part-of-speech tags
Thomas Mueller | Richard Farkas | Alex Judea | Helmut Schmid | Hinrich Schuetze

pdf bib

Importance weighting and unsupervised domain adaptation of POS taggers: a negative result
Barbara Plank | Anders Johannsen | Anders Søgaard

pdf bib

POS Tagging of English-Hindi Code-Mixed Social Media Content
Yogarshi Vyas | Spandana Gella | Jatin Sharma | Kalika Bali | Monojit Choudhury

pdf bib

Data Driven Grammatical Error Detection in Transcripts of Children’s Speech
Eric Morley | Anna Eva Hallin | Brian Roark

pdf bib

A* CCG Parsing with a Supertag-factored Model
Mike Lewis | Mark Steedman

pdf bib

pdf bib

Greed is Good if Randomized: New Inference for Dependency Parsing
Yuan Zhang | Tao Lei | Regina Barzilay | Tommi Jaakkola

pdf bib

A Unified Model for Word Sense Representation and Disambiguation
Xinxiong Chen | Zhiyuan Liu | Maosong Sun

pdf bib

Reducing Dimensions of Tensors in Type-Driven Distributional Semantics
Tamara Polajnar | Luana Fǎgǎrǎşan | Stephen Clark

pdf bib

An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian
Alina Maria Ciobanu | Liviu P. Dinu

pdf bib

Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space
Arvind Neelakantan | Jeevan Shankar | Alexandre Passos | Andrew McCallum

pdf bib

Tailor knowledge graph for query understanding: linking intent topics by propagation
Shi Zhao | Yan Zhang

pdf bib

Queries as a Source of Lexicalized Commonsense Knowledge
Marius Paşca

pdf bib

Question Answering over Linked Data Using First-order Logic
Shizhu He | Kang Liu | Yuanzhe Zhang | Liheng Xu | Jun Zhao

pdf bib

Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries
Mandar Joshi | Uma Sawant | Soumen Chakrabarti

pdf bib

A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services
Quan Wang | Jing Liu | Bin Wang | Li Guo

pdf bib

Vote Prediction on Comments in Social Polls
Isaac Persing | Vincent Ng

pdf bib

pdf bib

pdf bib

Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach
William Yang Wang | Lingpeng Kong | Kathryn Mazaitis | William W. Cohen

pdf bib

pdf bib

Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure
Kelsey Allen | Giuseppe Carenini | Raymond Ng

pdf bib

+/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference
Yoonjung Choi | Janyce Wiebe

pdf bib

A Sentiment-aligned Topic Model for Product Aspect Rating Prediction
Hao Wang | Martin Ester

pdf bib

Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases
Ashequl Qadir | Ellen Riloff

pdf bib

Fine-Grained Contextual Predictions for Hard Sentiment Words
Sebastian Ebert | Hinrich Schütze

pdf bib

pdf bib

pdf bib

Exact Decoding for Phrase-Based Statistical Machine Translation
Wilker Aziz | Marc Dymetman | Lucia Specia

pdf bib

Large-scale Expected BLEU Training of Phrase-based Reordering Models
Michael Auli | Michel Galley | Jianfeng Gao

pdf bib

Confidence-based Rewriting of Machine Translation Output
Benjamin Marie | Aurélien Max

pdf bib

Learning Compact Lexicons for CCG Semantic Parsing
Yoav Artzi | Dipanjan Das | Slav Petrov

pdf bib

Morpho-syntactic Lexical Generalization for CCG Semantic Parsing
Adrienne Wang | Tom Kwiatkowski | Luke Zettlemoyer

pdf bib

pdf bib

Semantic Parsing with Relaxed Hybrid Trees
Wei Lu

pdf bib

Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference
David Mimno | Moontae Lee

pdf bib

Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation
Kevin Gimpel | Mohit Bansal

pdf bib

Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation
Alvin Grissom II | He He | Jordan Boyd-Graber | John Morgan | Hal Daumé III

pdf bib

PCFG Induction for Unsupervised Parsing and Language Modelling
James Scicluna | Colin de la Higuera

pdf bib

Can characters reveal your native language? A language-independent approach to native language identification
Radu Tudor Ionescu | Marius Popescu | Aoife Cahill

pdf bib

Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning
Yo Ehara | Yusuke Miyao | Hidekazu Oiwa | Issei Sato | Hiroshi Nakagawa

pdf bib

Language Transfer Hypotheses with Linear SVM Weights
Shervin Malmasi | Mark Dras

pdf bib

Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions
A. Seza Doğruöz | Preslav Nakov

pdf bib

Device-Dependent Readability for Improved Text Understanding
A-Yeong Kim | Hyun-Je Song | Seong-Bae Park | Sang-Jo Lee

pdf bib

Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints
Longkai Zhang | Li Li | Houfeng Wang | Xu Sun

pdf bib

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation
Xiao Ding | Yue Zhang | Ting Liu | Junwen Duan

pdf bib

Extracting Clusters of Specialist Terms from Unstructured Text
Aaron Gerow

pdf bib

Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach
Cornelia Caragea | Florin Adrian Bulgarov | Andreea Godea | Sujatha Das Gollapalli

pdf bib

Using Mined Coreference Chains as a Resource for a Semantic Task
Heike Adel | Hinrich Schütze

pdf bib

Financial Keyword Expansion via Continuous Word Vector Representations
Ming-Feng Tsai | Chuan-Ju Wang

pdf bib

Intrinsic Plagiarism Detection using N-gram Classes
Imene Bensalem | Paolo Rosso | Salim Chikhi

pdf bib

Verifiably Effective Arabic Dialect Identification
Kareem Darwish | Hassan Sajjad | Hamdy Mubarak

pdf bib

Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays
Ritwik Banerjee | Song Feng | Jun Seok Kang | Yejin Choi

pdf bib

pdf bib

Staying on Topic: An Indicator of Power in Political Debates
Vinodkumar Prabhakaran | Ashima Arora | Owen Rambow

pdf bib

Language Modeling with Power Low Rank Ensembles
Ankur P. Parikh | Avneesh Saluja | Chris Dyer | Eric Xing

pdf bib

pdf bib

Sensicon: An Automatically Constructed Sensorial Lexicon
Serra Sinem Tekiroğlu | Gözde Özbal | Carlo Strapparava

pdf bib

Word Semantic Representations using Bayesian Probabilistic Tensor Factorization
Jingwei Zhang | Jeremy Salwen | Michael Glass | Alfio Gliozzo

pdf bib

GloVe: Global Vectors for Word Representation
Jeffrey Pennington | Richard Socher | Christopher Manning

pdf bib

Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
Kazuma Hashimoto | Pontus Stenetorp | Makoto Miwa | Yoshimasa Tsuruoka

pdf bib

Combining Distant and Partial Supervision for Relation Extraction
Gabor Angeli | Julie Tibshirani | Jean Wu | Christopher D. Manning

pdf bib

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction
Kai-Wei Chang | Wen-tau Yih | Bishan Yang | Christopher Meek

pdf bib

A convex relaxation for weakly supervised relation extraction
Édouard Grave

pdf bib

Knowledge Graph and Text Jointly Embedding
Zhen Wang | Jianwen Zhang | Jianlin Feng | Zheng Chen

pdf bib

Abstractive Summarization of Product Reviews Using Discourse Structure
Shima Gerani | Yashar Mehdad | Giuseppe Carenini | Raymond T. Ng | Bita Nejat

pdf bib

Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency
Li Zhao | Minlie Huang | Haiqiang Chen | Junjun Cheng | Xiaoyan Zhu

pdf bib

Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach
Yue Hu | Xiaojun Wan

pdf bib

Fast and Accurate Misspelling Correction in Large Corpora
Octavian Popescu | Ngoc Phuoc An Vo

pdf bib

Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models
Marcello Federico | Matteo Negri | Luisa Bentivogli | Marco Turchi

pdf bib

Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation
Xiaolin Wang | Masao Utiyama | Andrew Finch | Eiichiro Sumita

pdf bib

pdf bib

Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks
Ke M. Tran | Arianna Bisazza | Christof Monz

pdf bib

Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation
Ekaterina Garmash | Christof Monz

pdf bib

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora
Georgios Kontonatsios | Ioannis Korkontzelos | Jun’ichi Tsujii | Sophia Ananiadou

pdf bib

Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction
Behrang Q. Zadeh | Siegfried Handschuh

pdf bib

pdf bib

Type-based MCMC for Sampling Tree Fragments from Forests
Xiaochang Peng | Daniel Gildea

pdf bib

Convolutional Neural Networks for Sentence Classification
Yoon Kim

pdf bib

Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik

pdf bib

Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression
Abdullah Alrajeh | Mahesan Niranjan

pdf bib

Improved Decipherment of Homophonic Ciphers
Malte Nuhn | Julian Schamper | Hermann Ney

pdf bib

Cipher Type Detection
Malte Nuhn | Kevin Knight

pdf bib

Joint Learning of Chinese Words, Terms and Keywords
Ziqiang Cao | Sujian Li | Heng Ji

pdf bib

Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning
Guillaume Wisniewski | Nicolas Pécheux | Souhir Gahbiche-Braham | François Yvon

pdf bib

Comparing Representations of Semantic Roles for String-To-Tree Decoding
Marzieh Bazrafshan | Daniel Gildea

pdf bib

Detecting Non-compositional MWE Components using Wiktionary
Bahar Salehi | Paul Cook | Timothy Baldwin

pdf bib

Joint Emotion Analysis via Multi-task Gaussian Processes
Daniel Beck | Trevor Cohn | Lucia Specia

pdf bib

Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics
Zubin Jelveh | Bruce Kogut | Suresh Naidu

pdf bib

A Model of Individual Differences in Gaze Control During Reading
Niels Landwehr | Sebastian Arzt | Tobias Scheffer | Reinhold Kliegl

pdf bib

Muli-label Text Categorization with Hidden Components
Li Li | Longkai Zhang | Houfeng Wang

pdf bib

#TagSpace: Semantic Embeddings from Hashtags
Jason Weston | Sumit Chopra | Keith Adams

pdf bib

Joint Decoding of Tree Transduction Models for Sentence Compression
Jin-ge Yao | Xiaojun Wan | Jianguo Xiao

pdf bib

Dependency-based Discourse Parser for Single-Document Summarization
Yasuhisa Yoshida | Jun Suzuki | Tsutomu Hirao | Masaaki Nagata

pdf bib

Improving Word Alignment using Word Similarity
Theerawat Songyot | David Chiang

pdf bib

Constructing Information Networks Using One Single Model
Qi Li | Heng Ji | Yu Hong | Sujian Li

pdf bib

Event Role Extraction using Domain-Relevant Word Representations
Emanuela Boroş | Romaric Besançon | Olivier Ferret | Brigitte Grau

pdf bib

Modeling Joint Entity and Relation Extraction with Table Representation
Makoto Miwa | Yutaka Sasaki

pdf bib

ZORE: A Syntax-based System for Chinese Open Relation Extraction
Likun Qiu | Yue Zhang

pdf bib

Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction
Longkai Zhang | Houfeng Wang | Xu Sun

pdf bib

Type-Aware Distantly Supervised Relation Extraction with Linked Arguments
Mitchell Koch | John Gilmer | Stephen Soderland | Daniel S. Weld

pdf bib

Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information
Yuchen Zhang | Nianwen Xue

pdf bib

Joint Inference for Knowledge Base Population
Liwei Chen | Yansong Feng | Jinghui Mo | Songfang Huang | Dongyan Zhao

pdf bib

Combining Visual and Textual Features for Information Extraction from Online Flyers
Emilia Apostolova | Noriko Tomuro

pdf bib

CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection
Derry Tanti Wijaya | Ndapandula Nakashole | Tom M. Mitchell

pdf bib

Noisy Or-based model for Relation Extraction using Distant Supervision
Ajay Nagesh | Gholamreza Haffari | Ganesh Ramakrishnan

pdf bib

Search-Aware Tuning for Machine Translation
Lemao Liu | Liang Huang

pdf bib

Latent-Variable Synchronous CFGs for Hierarchical Translation
Avneesh Saluja | Chris Dyer | Shay B. Cohen

pdf bib

Gender and Power: How Gender and Gender Environment Affect Manifestations of Power
Vinodkumar Prabhakaran | Emily E. Reid | Owen Rambow

pdf bib

Online topic model for Twitter considering dynamics of user interests and topic trends
Kentaro Sasaki | Tomohiro Yoshikawa | Takeshi Furuhashi

pdf bib

Self-disclosure topic model for classifying and analyzing Twitter conversations
JinYeong Bak | Chin-Yew Lin | Alice Oh

pdf bib

Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts
Jiwei Li | Alan Ritter | Claire Cardie | Eduard Hovy

pdf bib

Brighter than Gold: Figurative Language in User Generated Comparisons
Vlad Niculae | Cristian Danescu-Niculescu-Mizil

pdf bib

Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions
Jing Peng | Anna Feldman | Ekaterina Vylomova

pdf bib

Learning Spatial Knowledge for Text to 3D Scene Generation
Angel Chang | Manolis Savva | Christopher D. Manning

pdf bib

A Model of Coherence Based on Distributed Sentence Representation
Jiwei Li | Eduard Hovy

pdf bib

Discriminative Reranking of Discourse Parses Using Tree Kernels
Shafiq Joty | Alessandro Moschitti

pdf bib

Recursive Deep Models for Discourse Parsing
Jiwei Li | Rumeng Li | Eduard Hovy

pdf bib

Recall Error Analysis for Coreference Resolution
Sebastian Martschat | Michael Strube

pdf bib

A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents
Yufang Hou | Katja Markert | Michael Strube

pdf bib

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces
Asli Celikyilmaz | Zhaleh Feizollahi | Dilek Hakkani-Tur | Ruhi Sarikaya

pdf bib

Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure
Yancui Li | Wenhe Feng | Jing Sun | Fang Kong | Guodong Zhou

pdf bib

pdf bib

Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?
Sumit Bhatia | Prakhar Biyani | Prasenjit Mitra