Table of contents

Anthology	Volume	Papers
P15-1	Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)	175
P15-2	Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)	145
P15-3	Proceedings of the ACL-IJCNLP 2015 Student Research Workshop	8
P15-4	Proceedings of ACL-IJCNLP 2015 System Demonstrations	26
P15-5	Tutorials	9

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
[P15-1000]: Chengqing Zong | Michael Strube

On Using Very Large Target Vocabulary for Neural Machine Translation
[P15-1001]: Sébastien Jean | Kyunghyun Cho | Roland Memisevic | Yoshua Bengio

Addressing the Rare Word Problem in Neural Machine Translation
[P15-1002]: Thang Luong | Ilya Sutskever | Quoc Le | Oriol Vinyals | Wojciech Zaremba

Encoding Source Language with Convolutional Neural Network for Machine Translation
[P15-1003]: Fandong Meng | Zhengdong Lu | Mingxuan Wang | Hang Li | Wenbin Jiang | Qun Liu

Statistical Machine Translation Features with Multitask Tensor Networks
[P15-1004]: Hendra Setiawan | Zhongqiang Huang | Jacob Devlin | Thomas Lamar | Rabih Zbib | Richard Schwartz | John Makhoul

Describing Images using Inferred Visual Dependency Representations
[P15-1005]: Desmond Elliott | Arjen de Vries

Text to 3D Scene Generation with Rich Lexical Grounding
[P15-1006]: Angel Chang | Will Monroe | Manolis Savva | Christopher Potts | Christopher D. Manning

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
[P15-1007]: Wenpeng Yin | Hinrich Schütze

Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
[P15-1008]: Arti Ramesh | Shachi H. Kumar | James Foulds | Lise Getoor

Semantically Smooth Knowledge Graph Embedding
[P15-1009]: Shu Guo | Quan Wang | Bin Wang | Lihong Wang | Li Guo

SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
[P15-1010]: Ignacio Iacobacci | Mohammad Taher Pilehvar | Roberto Navigli

Revisiting Word Embedding for Contrasting Meaning
[P15-1011]: Zhigang Chen | Wei Lin | Qian Chen | Xiaoping Chen | Si Wei | Hui Jiang | Xiaodan Zhu

Joint Models of Disagreement and Stance in Online Debate
[P15-1012]: Dhanya Sridhar | James Foulds | Bert Huang | Lise Getoor | Marilyn Walker

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification
[P15-1013]: Audi Primadhanty | Xavier Carreras | Ariadna Quattoni

Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
[P15-1014]: Fei Sun | Jiafeng Guo | Yanyan Lan | Jun Xu | Xueqi Cheng

Learning Dynamic Feature Selection for Fast Sequential Prediction
[P15-1015]: Emma Strubell | Luke Vilnis | Kate Silverstein | Andrew McCallum

Compositional Vector Space Models for Knowledge Base Completion
[P15-1016]: Arvind Neelakantan | Benjamin Roth | Andrew McCallum

Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
[P15-1017]: Yubo Chen | Liheng Xu | Kang Liu | Daojian Zeng | Jun Zhao

Stacked Ensembles of Information Extractors for Knowledge-Base Population
[P15-1018]: Vidhoon Viswanathan | Nazneen Fatema Rajani | Yinon Bentor | Raymond Mooney

Generative Event Schema Induction with Entity Disambiguation
[P15-1019]: Kiem-Hieu Nguyen | Xavier Tannier | Olivier Ferret | Romaric Besançon

Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
[P15-1020]: Yusuke Oda | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

Efficient Top-Down BTG Parsing for Machine Translation Preordering
[P15-1021]: Tetsuji Nakagawa

Online Multitask Learning for Machine Translation Quality Estimation
[P15-1022]: José G. C. de Souza | Matteo Negri | Elisa Ricci | Marco Turchi

A Context-Aware Topic Model for Statistical Machine Translation
[P15-1023]: Jinsong Su | Deyi Xiong | Yang Liu | Xianpei Han | Hongyu Lin | Junfeng Yao | Min Zhang

Learning Answer-Entailing Structures for Machine Comprehension
[P15-1024]: Mrinmaya Sachan | Kumar Dubey | Eric Xing | Matthew Richardson

Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
[P15-1025]: Guangyou Zhou | Tingting He | Jun Zhao | Po Hu

Question Answering over Freebase with Multi-Column Convolutional Neural Networks
[P15-1026]: Li Dong | Furu Wei | Ming Zhou | Ke Xu

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
[P15-1027]: Angeliki Lazaridou | Georgiana Dinu | Marco Baroni

A Generalisation of Lexical Functions for Composition in Distributional Semantics
[P15-1028]: Antoine Bride | Tim Van de Cruys | Nicholas Asher

Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
[P15-1029]: Casey Kennington | David Schlangen

Neural CRF Parsing
[P15-1030]: Greg Durrett | Dan Klein

An Effective Neural Network Model for Graph-based Dependency Parsing
[P15-1031]: Wenzhe Pei | Tao Ge | Baobao Chang

Structured Training for Neural Network Transition-Based Parsing
[P15-1032]: David Weiss | Chris Alberti | Michael Collins | Slav Petrov

Transition-Based Dependency Parsing with Stack Long Short-Term Memory
[P15-1033]: Chris Dyer | Miguel Ballesteros | Wang Ling | Austin Matthews | Noah A. Smith

Leveraging Linguistic Structure For Open Domain Information Extraction
[P15-1034]: Gabor Angeli | Melvin Jose Johnson Premkumar | Christopher D. Manning

Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
[P15-1035]: William Yang Wang | William W Cohen

A Knowledge-Intensive Model for Prepositional Phrase Attachment
[P15-1036]: Ndapandula Nakashole | Tom M. Mitchell

A Convolution Kernel Approach to Identifying Comparisons in Text
[P15-1037]: Maksim Tkachenko | Hady Lauw

It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
[P15-1038]: Jinho D. Choi | Joel Tetreault | Amanda Stent

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
[P15-1039]: Alan Akbik | laura chiticariu | Marina Danilevsky | Yunyao Li | Shivakumar Vaithyanathan | Huaiyu Zhu

Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies
[P15-1040]: Mariana S. C. Almeida | Claudia Pinto | Helena Figueira | Pedro Mendes | André F. T. Martins

Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis
[P15-1041]: Qiang Chen | Wenjie Li | Yu Lei | Xule Liu | Yanxiang He

Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification
[P15-1042]: HuiWei Zhou | Long Chen | Fulin Shi | Degen Huang

Content Models for Survey Generation: A Factoid-Based Evaluation
[P15-1043]: Rahul Jha | Catherine Finegan-Dollak | Ben King | Reed Coke | Dragomir Radev

Training a Natural Language Generator From Unaligned Data
[P15-1044]: Ondřej Dušek | Filip Jurcicek

Event-Driven Headline Generation
[P15-1045]: Rui Sun | Yue Zhang | Meishan Zhang | Donghong Ji

New Transfer Learning Techniques for Disparate Label Sets
[P15-1046]: Young-Bum Kim | Karl Stratos | Ruhi Sarikaya | Minwoo Jeong

Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
[P15-1047]: Yun-Nung Chen | William Yang Wang | Anatole Gershman | Alexander Rudnicky

Efficient Disfluency Detection with Transition-based Parsing
[P15-1048]: Shuangzhi Wu | Dongdong Zhang | Ming Zhou | Tiejun Zhao

S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
[P15-1049]: Yi Yang | Ming-Wei Chang

Entity Retrieval via Entity Factoid Hierarchy
[P15-1050]: Chunliang Lu | Wai Lam | Yi Liao

Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment
[P15-1051]: Muyu Zhang | Bing Qin | Mao Zheng | Graeme Hirst | Ting Liu

A Strategic Reasoning Model for Generating Alternative Answers
[P15-1052]: Jon Stevens | Anton Benz | Sebastian Reuße | Ralf Klabunde

Modeling Argument Strength in Student Essays
[P15-1053]: Isaac Persing | Vincent Ng

Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
[P15-1054]: Ramakrishna Bairi | Rishabh Iyer | Ganesh Ramakrishnan | Jeff Bilmes

Learning to Explain Entity Relationships in Knowledge Graphs
[P15-1055]: Nikos Voskarides | Edgar Meij | Manos Tsagkias | Maarten de Rijke | Wouter Weerkamp

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles
[P15-1056]: Tao Ge | Wenzhe Pei | Heng Ji | Sujian Li | Baobao Chang | Zhifang Sui

Context-aware Entity Morph Decoding
[P15-1057]: Boliang Zhang | Hongzhao Huang | Xiaoman Pan | Sujian Li | Chin-Yew Lin | Heng Ji | Kevin Knight | Zhen Wen | Yizhou Sun | Jiawei Han | Bulent Yener

Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities
[P15-1058]: Dirk Weissenborn | Leonhard Hennig | Feiyu Xu | Hans Uszkoreit

Building a Scientific Concept Hierarchy Database (SCHBase)
[P15-1059]: Eytan Adar | Srayan Datta

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines
[P15-1060]: Linlin Wang | Kang Liu | Zhu Cao | Jun Zhao | Gerard de Melo

Classifying Relations by Ranking with Convolutional Neural Networks
[P15-1061]: Cicero dos Santos | Bing Xiang | Bowen Zhou

Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
[P15-1062]: Thien Huu Nguyen | Barbara Plank | Ralph Grishman

Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time
[P15-1063]: Yating Zhang | Adam Jatowt | Sourav Bhowmick | Katsumi Tanaka

Negation and Speculation Identification in Chinese Language
[P15-1064]: Bowei Zou | Qiaoming Zhu | Guodong Zhou

Learning Relational Features with Backward Random Walks
[P15-1065]: Ni Lao | Einat Minkov | William Cohen

Learning the Semantics of Manipulation Action
[P15-1066]: Yezhou Yang | Yiannis Aloimonos | Cornelia Fermuller | Eren Erdal Aksoy

Knowledge Graph Embedding via Dynamic Mapping Matrix
[P15-1067]: Guoliang Ji | Shizhu He | Liheng Xu | Kang Liu | Jun Zhao

How Far are We from Fully Automatic High Quality Grammatical Error Correction?
[P15-1068]: Christopher Bryant | Hwee Tou Ng

Knowledge Portability with Semantic Expansion of Ontology Labels
[P15-1069]: Mihael Arcan | Marco Turchi | Paul Buitelaar

Automatic disambiguation of English puns
[P15-1070]: Tristan Miller | Iryna Gurevych

Unsupervised Cross-Domain Word Representation Learning
[P15-1071]: Danushka Bollegala | Takanori Maehara | Ken-ichi Kawarabayashi

A Unified Multilingual Semantic Representation of Concepts
[P15-1072]: José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

Demographic Factors Improve Classification Performance
[P15-1073]: Dirk Hovy

Vector-space calculation of semantic surprisal for predicting word pronunciation duration
[P15-1074]: Asad Sayeed | Stefan Fischer | Vera Demberg

Efficient Methods for Inferring Large Sparse Topic Hierarchies
[P15-1075]: Doug Downey | Chandra Bhagavatula | Yi Yang

Trans-dimensional Random Fields for Language Modeling
[P15-1076]: Bin Wang | Zhijian Ou | Zhiqiang Tan

Gaussian LDA for Topic Models with Word Embeddings
[P15-1077]: Rajarshi Das | Manzil Zaheer | Chris Dyer

Pairwise Neural Machine Translation Evaluation
[P15-1078]: Francisco Guzmán | Shafiq Joty | Lluís Màrquez | Preslav Nakov

String-to-Tree Multi Bottom-up Tree Transducers
[P15-1079]: Nina Seemann | Fabienne Braune | Andreas Maletti

Non-linear Learning for Statistical Machine Translation
[P15-1080]: Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen

Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
[P15-1081]: Qing Dou | Ashish Vaswani | Kevin Knight | Chris Dyer

Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
[P15-1082]: Antonio Valerio Miceli Barone | Giuseppe Attardi

Detecting Deceptive Groups Using Conversations and Network Analysis
[P15-1083]: Dian Yu | Yulia Tyshchuk | Heng Ji | William Wallace

WikiKreator: Improving Wikipedia Stubs Automatically
[P15-1084]: Siddhartha Banerjee | Prasenjit Mitra

Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
[P15-1085]: Chris Quirk | Raymond Mooney | Michel Galley

Deep Questions without Deep Understanding
[P15-1086]: Igor Labutov | Sumit Basu | Lucy Vanderwende

The NL2KR Platform for building Natural Language Translation Systems
[P15-1087]: Nguyen Vo | Arindam Mitra | Chitta Baral

Multiple Many-to-Many Sequence Alignment for Combining String-Valued Variables: A G2P Experiment
[P15-1088]: Steffen Eger

Tweet Normalization with Syllables
[P15-1089]: Ke Xu | Yunqing Xia | Chin-Hui Lee

Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words
[P15-1090]: Chen Li | Yang Liu

A Unified Kernel Approach for Learning Typed Sentence Rewritings
[P15-1091]: Martin Gleize | Brigitte Grau

Perceptually Grounded Selectional Preferences
[P15-1092]: Ekaterina Shutova | Niket Tandon | Gerard de Melo

Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis
[P15-1093]: Hiroki Ouchi | Hiroyuki Shindo | Kevin Duh | Yuji Matsumoto

Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
[P15-1094]: Nghia The Pham | Germán Kruszewski | Angeliki Lazaridou | Marco Baroni

Robust Subgraph Generation Improves Abstract Meaning Representation Parsing
[P15-1095]: Keenon Werling | Gabor Angeli | Christopher D. Manning

Environment-Driven Lexicon Induction for High-Level Instructions
[P15-1096]: Dipendra Kumar Misra | Kejia Tao | Percy Liang | Ashutosh Saxena

Structural Representations for Learning Relations between Pairs of Texts
[P15-1097]: Simone Filice | Giovanni Da San Martino | Alessandro Moschitti

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
[P15-1098]: Duyu Tang | Bing Qin | Ting Liu

Towards Debugging Sentiment Lexicons
[P15-1099]: Andrew Schneider | Eduard Dragut

Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment
[P15-1100]: Byron C. Wallace | Do Kook Choe | Eugene Charniak

Sentence-level Emotion Classification with Label and Context Dependence
[P15-1101]: Shoushan Li | Lei Huang | Rong Wang | Guodong Zhou

Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation
[P15-1102]: Rui Xia | Cheng Wang | Xin-Yu Dai | Tao Li

Improving social relationships in face-to-face human-agent interactions: when the agent wants to know user's likes and dislikes
[P15-1103]: Caroline Langlet | Chloé Clavel

Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
[P15-1104]: Ramón Astudillo | Silvio Amir | Wang Ling | Mario Silva | Isabel Trancoso

Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd
[P15-1105]: Vinay Shashidhar | Nishant Pandey | Varun Aggarwal

Driving ROVER with Segment-based ASR Quality Estimation
[P15-1106]: Shahab Jalalvand | Matteo Negri | Falavigna Daniele | Marco Turchi

A Hierarchical Neural Autoencoder for Paragraphs and Documents
[P15-1107]: Jiwei Li | Thang Luong | Dan Jurafsky

Joint Dependency Parsing and Multiword Expression Tokenization
[P15-1108]: Alexis Nasr | Carlos Ramisch | José Deulofeu | André Valli

End-to-end learning of semantic role labeling using recurrent neural networks
[P15-1109]: Jie Zhou | Wei Xu

Feature Optimization for Constituent Parsing via Neural Networks
[P15-1110]: Zhiguo Wang | Haitao Mi | Nianwen Xue

Identifying Cascading Errors using Constraints in Dependency Parsing
[P15-1111]: Dominick Ng | James R. Curran

A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
[P15-1112]: Chenxi Zhu | Xipeng Qiu | Xinchi Chen | Xuanjing Huang

Transition-based Neural Constituent Parsing
[P15-1113]: Taro Watanabe | Eiichiro Sumita

Feature Selection in Kernel Space: A Case Study on Dependency Parsing
[P15-1114]: Xian Qian | Yang Liu

Semantic Role Labeling Improves Incremental Parsing
[P15-1115]: Ioannis Konstas | Frank Keller

Discontinuous Incremental Shift-reduce Parsing
[P15-1116]: Wolfgang Maier

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing
[P15-1117]: Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen

Parsing Paraphrases with Joint Inference
[P15-1118]: Do Kook Choe | David McClosky

Cross-lingual Dependency Parsing Based on Distributed Representations
[P15-1119]: Jiang Guo | Wanxiang Che | David Yarowsky | Haifeng Wang | Ting Liu

Can Natural Language Processing Become Natural Language Coaching?
[P15-1120]: Marti A. Hearst

Machine Comprehension with Discourse Relations
[P15-1121]: Karthik Narasimhan | Regina Barzilay

Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
[P15-1122]: Ru Li | Juan Wu | Zhiqiang Wang | Qinghua Chai

Discourse-sensitive Automatic Identification of Generic Expressions
[P15-1123]: Annemarie Friedrich | Manfred Pinkal

Model-based Word Embeddings from Decompositions of Count Matrices
[P15-1124]: Karl Stratos | Michael Collins | Daniel Hsu

Entity Hierarchy Embedding
[P15-1125]: Zhiting Hu | Poyao Huang | Yuntian Deng | Yingkai Gao | Eric Xing

Orthogonality of Syntax and Semantics within Distributional Spaces
[P15-1126]: Jeff Mitchell | Mark Steedman

Scalable Semantic Parsing with Partial Ontologies
[P15-1127]: Eunsol Choi | Tom Kwiatkowski | Luke Zettlemoyer

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
[P15-1128]: Wen-tau Yih | Ming-Wei Chang | Xiaodong He | Jianfeng Gao

Building a Semantic Parser Overnight
[P15-1129]: Yushi Wang | Jonathan Berant | Percy Liang

Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
[P15-1130]: Xin Wang | Yuanchao Liu | Chengjie SUN | Baoxun Wang | Xiaolong Wang

Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction
[P15-1131]: Thien Hai Nguyen | Kiyoaki Shirai

Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
[P15-1132]: Qiao Qian | Bo Tian | Minlie Huang | Yang Liu | Xuan Zhu | Xiaoyan Zhu

A convex and feature-rich discriminative approach to dependency grammar induction
[P15-1133]: Edouard Grave | Noémie Elhadad

Parse Imputation for Dependency Annotations
[P15-1134]: Jason Mielens | Liang Sun | Jason Baldridge

Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction
[P15-1135]: Yonatan Bisk | Julia Hockenmaier

Entity-Centric Coreference Resolution with Model Stacking
[P15-1136]: Kevin Clark | Christopher D. Manning

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
[P15-1137]: Sam Wiseman | Alexander M. Rush | Stuart Shieber | Jason Weston

Transferring Coreference Resolvers with Posterior Regularization
[P15-1138]: André F. T. Martins

Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress
[P15-1139]: Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik | Kristina Miler

KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts
[P15-1140]: Dana Movshovitz-Attias | William W. Cohen

A Computationally Efficient Algorithm for Learning Topical Collocation Models
[P15-1141]: Zhendong Zhao | Lan Du | Benjamin Börschinger | John K Pate | Massimiliano Ciaramita | Mark Steedman | Mark Johnson

Compositional Semantic Parsing on Semi-Structured Tables
[P15-1142]: Panupong Pasupat | Percy Liang

Graph parsing with s-graph grammars
[P15-1143]: Jonas Groschwitz | Alexander Koller | Christoph Teichmann

Sparse Overcomplete Word Vector Representations
[P15-1144]: Manaal Faruqui | Yulia Tsvetkov | Dani Yogatama | Chris Dyer | Noah A. Smith

Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
[P15-1145]: Quan Liu | Hui Jiang | Si Wei | Zhen-Hua Ling | Yu Hu

Adding Semantics to Data-Driven Paraphrasing
[P15-1146]: Ellie Pavlick | Johan Bos | Malvina Nissim | Charley Beller | Benjamin Van Durme | Chris Callison-Burch

Parsing as Reduction
[P15-1147]: Daniel Fernández-González | André F. T. Martins

Optimal Shift-Reduce Constituent Parsing with Structured Perceptron
[P15-1148]: Le Quang Thang | Hiroshi Noji | Yusuke Miyao

A Data-Driven, Factorization Parser for CCG Dependency Structures
[P15-1149]: Yantao Du | Weiwei Sun | Xiaojun Wan

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
[P15-1150]: Kai Sheng Tai | Richard Socher | Christopher D. Manning

genCNN: A Convolutional Architecture for Word Sequence Prediction
[P15-1151]: Mingxuan Wang | Zhengdong Lu | Hang Li | Wenbin Jiang | Qun Liu

Neural Responding Machine for Short-Text Conversation
[P15-1152]: Lifeng Shang | Zhengdong Lu | Hang Li

Abstractive Multi-Document Summarization via Phrase Selection and Merging
[P15-1153]: Lidong Bing | Piji Li | Yi Liao | Wai Lam | Weiwei Guo | Rebecca Passonneau

Joint Graphical Models for Date Selection in Timeline Summarization
[P15-1154]: Giang Tran | Eelco Herder | Katja Markert

Predicting Salient Updates for Disaster Summarization
[P15-1155]: Chris Kedzie | Kathleen McKeown | Fernando Diaz

Unsupervised Prediction of Acceptability Judgements
[P15-1156]: Jey Han Lau | Alexander Clark | Shalom Lappin

A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns
[P15-1157]: Oren Tsur | Dan Calacci | David Lazer

Why discourse affects speakers' choice of referring expressions
[P15-1158]: Naho Orita | Eliana Vornov | Naomi Feldman | Hal Daumé III

Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game
[P15-1159]: Vlad Niculae | Srijan Kumar | Jordan Boyd-Graber | Cristian Danescu-Niculescu-Mizil

Who caught a cold ? - Identifying the subject of a symptom
[P15-1160]: Shin Kanouchi | Mamoru Komachi | Naoaki Okazaki | Eiji ARAMAKI | Hiroshi Ishikawa

Weakly Supervised Role Identification in Teamwork Interactions
[P15-1161]: Diyi Yang | Miaomiao Wen | Carolyn Rose

Deep Unordered Composition Rivals Syntactic Methods for Text Classification
[P15-1162]: Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III

SOLAR: Scalable Online Learning Algorithms for Ranking
[P15-1163]: Jialei Wang | Ji Wan | Yongdong Zhang | Steven Hoi

Text Categorization as a Graph Classification Problem
[P15-1164]: Francois Rousseau | Emmanouil Kiagias | Michalis Vazirgiannis

Inverted indexing for cross-lingual NLP
[P15-1165]: Anders Søgaard | Željko Agić | Héctor Martínez Alonso | Barbara Plank | Bernd Bohnet | Anders Johannsen

Multi-Task Learning for Multiple Language Translation
[P15-1166]: Daxiang Dong | Hua Wu | Wei He | Dianhai Yu | Haifeng Wang

Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
[P15-1167]: Jianqiang Ma | Erhard Hinrichs

Gated Recursive Neural Network for Chinese Word Segmentation
[P15-1168]: Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Xuanjing Huang

An analysis of the user occupational class through Twitter content
[P15-1169]: Daniel Preoţiuc-Pietro | Vasileios Lampos | Nikolaos Aletras

Tracking unbounded Topic Streams
[P15-1170]: Dominik Wurzer | Victor Lavrenko | Miles Osborne

Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
[P15-1171]: Kei Uchiumi | Hiroshi Tsukahara | Daichi Mochihashi

Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
[P15-1172]: Zhenghua Li | Jiayuan Chao | Min Zhang | Wenliang Chen

AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
[P15-1173]: Sascha Rothe | Hinrich Schütze

Improving Evaluation of Machine Translation Quality Estimation
[P15-1174]: Yvette Graham

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
[P15-2000]: Chengqing Zong | Michael Strube

A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets
[P15-2001]: José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

On metric embedding for boosting semantic similarity computations
[P15-2002]: Julien Subercaze | Christophe Gravier | Frédérique Laforest

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
[P15-2003]: Tao Chen | Ruifeng Xu | Yulan He | Xuan Wang

A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
[P15-2004]: Nghia The Pham | Angeliki Lazaridou | Marco Baroni

Semi-Stacking for Semi-supervised Sentiment Classification
[P15-2005]: Shoushan Li | Lei Huang | Jingjing Wang | Guodong Zhou

Deep Markov Neural Network for Sequential Data Classification
[P15-2006]: Min Yang

Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews
[P15-2007]: Yinfei Yang | Yaowei Yan | Minghui Qiu | Forrest Bao

Document Classification by Inversion of Distributed Language Representations
[P15-2008]: Matt Taddy

Using Tweets to Help Sentence Compression for News Highlights Generation
[P15-2009]: Zhongyu Wei | Yang Liu | Chen Li | Wei Gao

Domain-Specific Paraphrase Extraction
[P15-2010]: Ellie Pavlick | Juri Ganitkevitch | Tsz Ping Chan | Xuchen Yao | Benjamin Van Durme | Chris Callison-Burch

Simplifying Lexical Simplification: Do We Need Simplified Corpora?
[P15-2011]: Goran Glavaš | Sanja Štajner

Zoom: a corpus of natural language descriptions of map locations
[P15-2012]: Romina Altamirano | Thiago Ferreira | Ivandré Paraboni | Luciana Benotti

Generating overspecified referring expressions: the role of discrimination
[P15-2013]: Ivandré Paraboni | Michelle Galindo | Douglas Iacovelli

Using prosodic annotations to improve coreference resolution of spoken text
[P15-2014]: Ina Roesiger | Arndt Riester

Spectral Semi-Supervised Discourse Relation Classification
[P15-2015]: Robert Fisher | Reid Simmons

I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue
[P15-2016]: Ajda Gokcen | Marie-Catherine de Marneffe

Language Models for Image Captioning: The Quirks and What Works
[P15-2017]: Jacob Devlin | Hao Cheng | Hao Fang | Saurabh Gupta | Li Deng | Xiaodong He | Geoffrey Zweig | Margaret Mitchell

A Distributed Representation Based Query Expansion Approach for Image Captioning
[P15-2018]: Semih Yagcioglu | Erkut Erdem | Aykut Erdem | Ruket Cakici

Learning language through pictures
[P15-2019]: Grzegorz Chrupała | Àkos Kádár | Afra Alishahi

Exploiting Image Generality for Lexical Entailment Detection
[P15-2020]: Douwe Kiela | Laura Rimell | Ivan Vulić | Stephen Clark

Lexicon Stratification for Translating Out-of-Vocabulary Words
[P15-2021]: Yulia Tsvetkov | Chris Dyer

Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation
[P15-2022]: Heng Yu | Xuan Zhu

Discriminative Preordering Meets Kendall's Tau Maximization
[P15-2023]: Sho Hoshino | Yusuke Miyao | Katsuhito Sudoh | Katsuhiko Hayashi | Masaaki Nagata

Evaluating Machine Translation Systems with Second Language Proficiency Tests
[P15-2024]: Takuya Matsuzaki | Akira Fujita | Naoya Todo | Noriko H. Arai

Representation Based Translation Evaluation Metrics
[P15-2025]: Boxing Chen | Hongyu Guo

Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing
[P15-2026]: Rajen Chatterjee | Marion Weller | Matteo Negri | Marco Turchi

Efficient Learning for Undirected Topic Models
[P15-2027]: Jiatao Gu | Victor O.K. Li

A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
[P15-2028]: Jianfei Yu | Jing Jiang

Dependency-based Convolutional Neural Networks for Sentence Embedding
[P15-2029]: Mingbo Ma | Liang Huang | Bowen Zhou | Bing Xiang

Non-Linear Text Regression with a Deep Convolutional Neural Network
[P15-2030]: Zsolt Bitvai | Trevor Cohn

A Unified Learning Framework of Skip-Grams and Global Vectors
[P15-2031]: Jun Suzuki | Masaaki Nagata

Pre-training of Hidden-Unit CRFs
[P15-2032]: Young-Bum Kim | Karl Stratos | Ruhi Sarikaya

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
[P15-2033]: Aliaksei Severyn | Massimo Nicosia | Gianni Barlacchi | Alessandro Moschitti

Word Order Typology through Multilingual Word Alignment
[P15-2034]: Robert Östling

Measuring idiosyncratic interests in children with autism
[P15-2035]: Masoud Rouhizadeh | Emily Prud'hommeaux | Jan van Santen | Richard Sproat

Frame-Semantic Role Labeling with Heterogeneous Annotations
[P15-2036]: Meghana Kshirsagar | Sam Thomson | Nathan Schneider | Jaime Carbonell | Noah A. Smith | Chris Dyer

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases
[P15-2037]: Sheng Zhang | Yansong Feng | Songfang Huang | Kun Xu | Zhe Han | Dongyan Zhao

Grounding Semantics in Olfactory Perception
[P15-2038]: Douwe Kiela | Luana Bulat | Stephen Clark

Word-based Japanese typed dependency parsing with grammatical function analysis
[P15-2039]: Takaaki Tanaka | Masaaki Nagata

KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
[P15-2040]: Rudolf Rosa | Zdenek Zabokrtsky

CCG Supertagging with a Recurrent Neural Network
[P15-2041]: Wenduan Xu | Michael Auli | Stephen Clark

An Efficient Dynamic Oracle for Unrestricted Non-Projective Parsing
[P15-2042]: Carlos Gómez-Rodríguez | Daniel Fernández-González

Synthetic Word Parsing Improves Chinese Word Segmentation
[P15-2043]: Fei Cheng | Kevin Duh | Yuji Matsumoto

If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages
[P15-2044]: Željko Agić | Dirk Hovy | Anders Søgaard

Improving distant supervision using inference learning
[P15-2045]: Roland Roller | Eneko Agirre | Aitor Soroa | Mark Stevenson

A Lexicalized Tree Kernel for Open Information Extraction
[P15-2046]: Ying Xu | Christoph Ringlstetter | Mi-young Kim | Grzegorz Kondrak | Randy Goebel | Yusuke Miyao

A Dependency-Based Neural Network for Relation Classification
[P15-2047]: Yang Liu | Furu Wei | Sujian Li | Heng Ji | Ming Zhou | Houfeng WANG

Embedding Methods for Fine Grained Entity Type Classification
[P15-2048]: Dani Yogatama | Daniel Gillick | Nevena Lazic

Sieve-Based Entity Linking for the Biomedical Domain
[P15-2049]: Jennifer D'Souza | Vincent Ng

Open IE as an Intermediate Structure for Semantic Tasks
[P15-2050]: Gabriel Stanovsky | Ido Dagan | Mausam

Recovering dropped pronouns from Chinese text messages
[P15-2051]: Yaqin Yang | Yalin Liu | Nianwen Xue

The Users Who Say 'Ni': Audience Identification in Chinese-language Restaurant Reviews
[P15-2052]: Rob Voigt | Dan Jurafsky

Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers
[P15-2053]: Chen Chen | Vincent Ng

Co-Simmate: Quick Retrieving All Pairwise Co-Simrank Scores
[P15-2054]: Yu Weiren | Julie McCann

Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment
[P15-2055]: Yiannos Stathopoulos | Simone Teufel

Learning to Mine Query Subtopics from Query Log
[P15-2056]: Zhenzhong Zhang | Le Sun | Xianpei Han

Learning Topic Hierarchies for Wikipedia Categories
[P15-2057]: Linmei Hu | Xuzhong Wang | Mengdi Zhang | Juanzi Li | Xiaoli Li | Chao Shao | Jie Tang | Yongbin Liu

Semantic Clustering and Convolutional Neural Network for Short Text Categorization
[P15-2058]: Peng Wang | Jiaming Xu | Bo Xu | Chenglin Liu | Heng Zhang | Fangyuan Wang | Hongwei Hao

Document Level Time-anchoring for TimeLine Extraction
[P15-2059]: Egoitz Laparra | Itziar Aldabe | German Rigau

Event Detection and Domain Adaptation with Convolutional Neural Networks
[P15-2060]: Thien Huu Nguyen | Ralph Grishman

Seed-Based Event Trigger Labeling: How far can event descriptions get us?
[P15-2061]: Ofer Bronstein | Ido Dagan | Qi Li | Heng Ji | Anette Frank

An Empirical Study of Chinese Name Matching and Applications
[P15-2062]: Nanyun Peng | Mo Yu | Mark Dredze

Language Identification and Modeling in Specialized Hardware
[P15-2063]: Kenneth Heafield | Rohan Kshirsagar | Santiago Barona

Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora
[P15-2064]: Ayah Zirikly | Masato Hagiwara

Robust Multi-Relational Clustering via L1-Norm Symmetric Nonnegative Matrix Factorization
[P15-2065]: Kai Liu | Hua Wang

Painless Labeling with Application to Text Mining
[P15-2066]: Sajib Dasgupta

FrameNet+: Fast Paraphrastic Tripling of FrameNet
[P15-2067]: Ellie Pavlick | Travis Wolfe | Pushpendre Rastogi | Chris Callison-Burch | Mark Dredze | Benjamin Van Durme

IWNLP: Inverse Wiktionary for Natural Language Processing
[P15-2068]: Matthias Liebeck | Stefan Conrad

TR9856: A Multi-word Term Relatedness Benchmark
[P15-2069]: Ran Levy | Liat Ein-Dor | Shay Hummel | Ruty Rinott | Noam Slonim

PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification
[P15-2070]: Ellie Pavlick | Pushpendre Rastogi | Juri Ganitkevitch | Benjamin Van Durme | Chris Callison-Burch

Automatic Discrimination between Cognates and Borrowings
[P15-2071]: Alina Maria Ciobanu | Liviu P. Dinu

The Media Frames Corpus: Annotations of Frames Across Issues
[P15-2072]: Dallas Card | Amber E. Boydstun | Justin H. Gross | Philip Resnik | Noah A. Smith

deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
[P15-2073]: Michel Galley | Chris Brockett | Alessandro Sordoni | Yangfeng Ji | Michael Auli | Chris Quirk | Margaret Mitchell | Jianfeng Gao | Bill Dolan

Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation
[P15-2074]: Minghua Nuo | Huidan Liu | Congjun Long | Jian Wu

Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge
[P15-2075]: Tong Wang | Abdelrahman Mohamed | Graeme Hirst

Non-distributional Word Vector Representations
[P15-2076]: Manaal Faruqui | Chris Dyer

Early and Late Combinations of Criteria for Reranking Distributional Thesauri
[P15-2077]: Olivier Ferret

Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
[P15-2078]: Kristina Gulordava | Paola Merlo | Benoit Crabbé

Tagging Performance Correlates with Author Age
[P15-2079]: Dirk Hovy | Anders Søgaard

User Based Aggregation for Biterm Topic Model
[P15-2080]: Weizheng Chen | Jinpeng Wang | Yan Zhang | Hongfei Yan | Xiaoming Li

The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models
[P15-2081]: ShiLiang Zhang | Hui Jiang | MingBin Xu | JunFeng Hou | LiRong Dai

Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model
[P15-2082]: Khaled Aldebei | Xiangjian He | Jie Yang

Extended Topic Model for Word Dependency
[P15-2083]: Tong Wang | Vish Viswanath | Ping Chen

Dependency Recurrent Neural Language Models for Sentence Completion
[P15-2084]: Piotr Mirowski | Andreas Vlachos

Point Process Modelling of Rumour Dynamics in Social Media
[P15-2085]: Michal Lukasik | Trevor Cohn | Kalina Bontcheva

Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
[P15-2086]: Min Xiao | Yuhong Guo

MT Quality Estimation for Computer-assisted Translation: Does it Really Help?
[P15-2087]: Marco Turchi | Matteo Negri | Marcello Federico

Context-Dependent Translation Selection Using Convolutional Neural Network
[P15-2088]: Baotian Hu | Zhaopeng Tu | Zhengdong Lu | Hang Li | Qingcai Chen

Learning Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation
[P15-2089]: jingyi zhang | Masao Utiyama | Eiichro Sumita | Hai Zhao

UNRAVEL—A Decipherment Toolkit
[P15-2090]: Malte Nuhn | Julian Schamper | Hermann Ney

Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
[P15-2091]: Benjamin Marie | Aurélien Max

What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation
[P15-2092]: Marlies van der Wees | Arianna Bisazza | Wouter Weerkamp | Christof Monz

Learning Cross-lingual Word Embeddings via Matrix Co-factorization
[P15-2093]: Tianze Shi | Zhiyuan Liu | Yang Liu | Maosong Sun

Improving Pivot Translation by Remembering the Pivot
[P15-2094]: Akiva Miura | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

BrailleSUM: A News Summarization System for the Blind and Visually Impaired People
[P15-2095]: Xiaojun Wan | Yue Hu

Automatic Identification of Age-Appropriate Ratings of Song Lyrics
[P15-2096]: Anggi Maulidyani | Ruli Manurung

Ground Truth for Grammatical Error Correction Metrics
[P15-2097]: Courtney Napoles | Keisuke Sakaguchi | Matt Post | Joel Tetreault

Radical Embedding: Delving Deeper to Chinese Radicals
[P15-2098]: Xinlei Shi | Junjie Zhai | Xudong Yang | Zehua Xie | Chao Liu

Automatic Detection of Sentence Fragments
[P15-2099]: Chak Yan Yeung | John Lee

A Computational Approach to Automatic Prediction of Drunk-Texting
[P15-2100]: Aditya Joshi | Abhijit Mishra | Balamurali AR | Pushpak Bhattacharyya | Mark J Carman

Reducing infrequent-token perplexity via variational corpora
[P15-2101]: Yusheng Xie | Pranjal Daga | Yu Cheng | Kunpeng Zhang | Ankit Agrawal | Alok Choudhary

A Hierarchical Knowledge Representation for Expert Finding on Social Media
[P15-2102]: Yanran Li | Wenjie Li | Sujian Li

Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization
[P15-2103]: Rui Yan | Xiang Li | Mengwen Liu | Xiaohua Hu

Twitter User Geolocation Using a Unified Text and Network Prediction Model
[P15-2104]: Afshin Rahimi | Trevor Cohn | Timothy Baldwin

Automatic Keyword Extraction on Twitter
[P15-2105]: Luis Marujo | Wang Ling | Isabel Trancoso | Chris Dyer | Alan W Black | Anatole Gershman | David Martins de Matos | João Neto | Jaime Carbonell

Towards a Contextual Pragmatic Model to Detect Irony in Tweets
[P15-2106]: Jihen Karoui | Benamara Farah | Véronique MORICEAU | Nathalie Aussenac-Gilles | Lamia Hadrich-Belguith

Annotation and Classification of an Email Importance Corpus
[P15-2107]: Fan Zhang | Kui Xu

Lexical Comparison Between Wikipedia and Twitter Corpora by Using Word Embeddings
[P15-2108]: Luchen Tan | Haotian Zhang | Charles Clarke | Mark Smucker

The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters
[P15-2109]: Dakui Zhang | Yu Mao | Yang Liu | Hanshi Wang | Chuyuan Wei | Shiping Tang

One Tense per Scene: Predicting Tense in Chinese Conversations
[P15-2110]: Tao Ge | Heng Ji | Baobao Chang | Zhifang Sui

A Language-Independent Feature Schema for Inflectional Morphology
[P15-2111]: John Sylak-Glassman | Christo Kirov | David Yarowsky | Roger Que

Rhetoric Map of an Answer to Compound Queries
[P15-2112]: Boris Galitsky | Dmitry Ilvovsky | Sergey O. Kuznetsov

Thread-Level Information for Comment Classification in Community Question Answering
[P15-2113]: Alberto Barrón-Cedeño | Simone Filice | Giovanni Da San Martino | Shafiq Joty | Lluís Màrquez | Preslav Nakov | Alessandro Moschitti

Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
[P15-2114]: Cicero dos Santos | Luciano Barbosa | Dasha Bogdanova | Bianca Zadrozny

Machine Comprehension with Syntax, Frames, and Semantics
[P15-2115]: Hai Wang | Mohit Bansal | Kevin Gimpel | David McAllester

A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering
[P15-2116]: Di Wang | Eric Nyberg

Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
[P15-2117]: Xiaoqiang Zhou | Baotian Hu | Qingcai Chen | Buzhou Tang | Xiaolong Wang

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
[P15-2118]: Ivan Vulić | Marie-Francine Moens

How Well Do Distributional Models Capture Different Types of Semantic Knowledge?
[P15-2119]: Dana Rubinstein | Effi Levi | Roy Schwartz | Ari Rappoport

Low-Rank Tensors for Verbs in Compositional Distributional Semantics
[P15-2120]: Daniel Fried | Tamara Polajnar | Stephen Clark

Constrained Semantic Forests for Improved Discriminative Semantic Parsing
[P15-2121]: Wei Lu

Automatic Identification of Rhetorical Questions
[P15-2122]: Shohini Bhattasali | Jeremy Cytryn | Elana Feldman | Joonsuk Park

Lifelong Learning for Sentiment Classification
[P15-2123]: Zhiyuan Chen | Nianzu Ma | Bing Liu

Harnessing Context Incongruity for Sarcasm Detection
[P15-2124]: Aditya Joshi | Vinita Sharma | Pushpak Bhattacharyya

Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information
[P15-2125]: Zhongqing Wang | Sophia Lee | Shoushan Li | Guodong Zhou

Model Adaptation for Personalized Opinion Analysis
[P15-2126]: Mohammad Al Boni | Keira Zhou | Hongning Wang | Matthew S. Gerber

Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance
[P15-2127]: Yung-Chun Chang | Cen-Chieh Chen | Yu-lun Hsieh | Chien Chin Chen | Wen-Lian Hsu

Aspect-Level Cross-lingual Sentiment Classification with Constrained SMT
[P15-2128]: Patrik Lambert

Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method
[P15-2129]: Liang-Chih Yu | Jin Wang | K. Robert Lai | Xue-jie Zhang

Multi-domain Dialog State Tracking using Recurrent Neural Networks
[P15-2130]: Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gasic | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young

Dialogue Management based on Sentence Clustering
[P15-2131]: Wendong Ge | Bo Xu

Compact Lexicon Selection with Spectral Methods
[P15-2132]: Young-Bum Kim | Karl Stratos | Xiaohu Liu | Ruhi Sarikaya

The Impact of Listener Gaze on Predicting Reference Resolution
[P15-2133]: Nikolina Koleva | Martin Villalba | Maria Staudte | Alexander Koller

A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones
[P15-2134]: Changsu Lee | Youngjoong Ko | Jungyun Seo

A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation
[P15-2135]: Sanja Štajner | Hannah Bechara | Horacio Saggion

Learning Summary Prior Representation for Extractive Summarization
[P15-2136]: Ziqiang Cao | Furu Wei | Sujian Li | Wenjie Li | Ming Zhou | Houfeng WANG

A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units
[P15-2137]: Sandro Bauer | Simone Teufel

Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts
[P15-2138]: Natalie Schluter | Anders Søgaard

Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser
[P15-2139]: Long Duong | Trevor Cohn | Steven Bird | Paul Cook

Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation
[P15-2140]: Yuichiro Sawai | Hiroyuki Shindo | Yuji Matsumoto

Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers
[P15-2141]: Chuan Wang | Nianwen Xue | Sameer Pradhan

Generative Incremental Dependency Parsing with Neural Networks
[P15-2142]: Jan Buys | Phil Blunsom

Labeled Grammar Induction with Minimal Supervision
[P15-2143]: Yonatan Bisk | Christos Christodoulopoulos | Julia Hockenmaier

On the Importance of Ezafe Construction in Persian Parsing
[P15-2144]: Alireza Nourian | Mohammad Sadegh Rasooli | Mohsen Imany | Heshaam Faili

Proceedings of the ACL-IJCNLP 2015 Student Research Workshop

Proceedings of the ACL-IJCNLP 2015 Student Research Workshop
[P15-3000]: Kuan-Yu Chen | Angelina Ivanova | Ellie Pavlick | Emily Bender | Chin-Yew Lin | Stephan Oepen

Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems
[P15-3001]: Yun-Nung Chen

Leveraging Compounds to Improve Noun Phrase Translation from Chinese and German
[P15-3002]: Xiao Pu | Laura Mascarell | Andrei Popescu-Belis | Mark Fishel | Ngoc-Quang Luong | Martin Volk

Learning Representations for Text-level Discourse Parsing
[P15-3003]: Gregor Weiss

Transition-based Dependency DAG Parsing Using Dynamic Oracles
[P15-3004]: Alper Tokgöz | Gülşen Eryiğit

Disease Event Detection based on Deep Modality Analysis
[P15-3005]: Yoshiaki Kitagawa | Mamoru Komachi | Eiji Aramaki | Naoaki Okazaki | Hiroshi Ishikawa

Evaluation Dataset and System for Japanese Lexical Simplification
[P15-3006]: Tomoyuki Kajiwara | Kazuhide Yamamoto

Learning to Map Dependency Parses to Abstract Meaning Representations
[P15-3007]: Wei-Te Chen

Proceedings of ACL-IJCNLP 2015 System Demonstrations

Proceedings of ACL-IJCNLP 2015 System Demonstrations
[P15-4000]: National Taiwan University Hsin-Hsi Chen | University of Hanover Katja Markert

A System Demonstration of a Framework for Computer Assisted Pronunciation Training
[P15-4001]: Renlong Ai | Feiyu Xu

IMI –- A Multilingual Semantic Annotation Environment
[P15-4002]: Francis Bond | Luís Morgado da Costa | Tuan Anh Lê

In-tool Learning for Selective Manual Annotation in Large Corpora
[P15-4003]: Erik-Lân Do Dinh | Richard Eckart de Castilho | Iryna Gurevych

KeLP: a Kernel-based Learning Platform for Natural Language Processing
[P15-4004]: Simone Filice | Giuseppe Castellucci | Danilo Croce | Roberto Basili

Multi-modal Visualization and Search for Text and Prosody Annotations
[P15-4005]: Markus Gärtner | Katrin Schweitzer | Kerstin Eckart | Jonas Kuhn

NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation
[P15-4006]: Mena Habib | Maurice van Keulen

Visual Error Analysis for Entity Linking
[P15-4007]: Benjamin Heinzerling | Michael Strube

A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
[P15-4008]: Leonhard Hennig | Hong Li | Sebastian Krause | Feiyu Xu | Hans Uszkoreit

A Dual-Layer Semantic Role Labeling System
[P15-4009]: Lun-Wei Ku | Shafqat Mumtaz Virk | Yann-Huei Lee

A system for fine-grained aspect-based sentiment analysis of Chinese
[P15-4010]: Janna Lipenkova

Plug Latent Structures and Play Coreference Resolution
[P15-4011]: Sebastian Martschat | Patrick Claus | Michael Strube

SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction
[P15-4012]: Thilo Michael | Alan Akbik

OMWEdit - The Integrated Open Multilingual Wordnet Editing System
[P15-4013]: Luís Morgado da Costa | Francis Bond

SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem
[P15-4014]: Alessandro Moschitti | Massimo Nicosia | Gianni Barlacchi

LEXenstein: A Framework for Lexical Simplification
[P15-4015]: Gustavo Paetzold | Lucia Specia

Sharing annotations better: RESTful Open Annotation
[P15-4016]: Sampo Pyysalo | Jorge Campos | Juan Miguel Cejuela | Filip Ginter | Kai Hakala | Chen Li | Pontus Stenetorp | Lars Juhl Jensen

A Data Sharing and Annotation Service Infrastructure
[P15-4017]: Stelios Piperidis | Dimitrios Galanis | Juli Bakagianni | Sokratis Sofianopoulos

JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models
[P15-4018]: Eugen Ruppert | Manuel Kaufmann | Martin Riedl | Chris Biemann

End-to-end Argument Generation System in Debating
[P15-4019]: Misa Sato | Kohsuke Yanai | Toshinori Miyoshi | Toshihiko Yanase | Makoto Iwayama | Qinghua Sun | Yoshiki Niwa

Multi-level Translation Quality Prediction with QuEst++
[P15-4020]: Lucia Specia | Gustavo Paetzold | Carolina Scarton

WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously
[P15-4021]: David Steele | Lucia Specia

A Domain-independent Rule-based Framework for Event Extraction
[P15-4022]: Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Mihai Surdeanu | Thomas Hicks

Storybase: Towards Building a Knowledge Base for News Events
[P15-4023]: Zhaohui Wu | Chen Liang | C. Lee Giles

WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing
[P15-4024]: Tzu-Hsi Yen | Jian-Cheng Wu | Jim Chang | Joanne Boisson | Jason Chang

NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit
[P15-4025]: Jingbo Zhu | Muhua Zhu | Qiang Wang | Tong Xiao

Tutorials

Tutorials
[P15-5000]: Eneko Agirre | Kevin Duh

Successful Data Mining Methods for NLP
[P15-5001]: Jiawei Han | Heng Ji | Yizhou Sun

Structured Belief Propagation for NLP
[P15-5002]: Matthew R. Gormley | Jason Eisner

Sentiment and Belief: How to Think about, Represent, and Annotate Private States
[P15-5003]: Owen Rambow | Janyce Wiebe

Corpus Patterns for Semantic Processing
[P15-5004]: Octavian Popescu | Patrick Hanks | Elisabetta Jezek | Daisuke Kawahara

Matrix and Tensor Factorization Methods for Natural Language Processing
[P15-5005]: Guillaume Bouchard | Jason Naradowsky | Sebastian Riedel | Tim Rocktäschel | Andreas Vlachos

Scalable Large-Margin Structured Learning: Theory and Algorithms
[P15-5006]: Liang Huang | Kai Zhao

Detecting Deceptive Opinion Spam using Linguistics, Behavioral and Statistical Modeling
[P15-5007]: Arjun Mukherjee

What You Need to Know about Chinese for Chinese Language Processing
[P15-5008]: Chu-Ren Huang