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Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

D15-1 [bib]: Entire volume

D15-1000: Front Matter

D15-1001 [bib] [attachment]: Karthik Narasimhan; Tejas Kulkarni; Regina Barzilay
Language Understanding for Text-based Games using Deep Reinforcement Learning

D15-1002 [bib]: Abhijeet Gupta; Gemma Boleda; Marco Baroni; Sebastian Padó
Distributional vectors encode referential attributes

D15-1003 [bib]: Aurélie Herbelot; Eva Maria Vecchi
Building a shared world: mapping distributional to model-theoretic semantic spaces

D15-1004 [bib]: Liangyou Li; Andy Way; Qun Liu
Dependency Graph-to-String Translation

D15-1005 [bib]: Miloš Stanojević; Khalil Sima'an
Reordering Grammar Induction

D15-1006 [bib]: He He; Alvin Grissom II; John Morgan; Jordan Boyd-Graber; Hal Daumé III
Syntax-based Rewriting for Simultaneous Machine Translation

D15-1007 [bib]: Nathanael Chambers; Victor Bowen; Ethan Genco; Xisen Tian; Eric Young; Ganesh Harihara; Eugene Yang
Identifying Political Sentiment between Nation States with Social Media

D15-1008 [bib]: David Bamman; Noah A. Smith
Open Extraction of Fine-Grained Political Statements

D15-1009 [bib]: Chao Yang; Shimei Pan; Jalal Mahmud; Huahai Yang; Padmini Srinivasan
Using Personal Traits For Brand Preference Prediction

D15-1010 [bib]: Tuan Tran; Nam Khanh Tran; Asmelash Teka Hadgu; Robert Jäschke
Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information

D15-1011 [bib]: Kai Hong; Mitchell Marcus; Ani Nenkova
System Combination for Multi-document Summarization

D15-1012 [bib] [attachment]: Jin-ge Yao; Xiaojun Wan; Jianguo Xiao
Phrase-based Compressive Cross-Language Summarization

D15-1013 [bib]: Yvette Graham
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE

D15-1014 [bib]: Priya Sidhaye; Jackie Chi Kit Cheung
Indicative Tweet Generation: An Extractive Summarization Problem?

D15-1015 [bib]: Douwe Kiela; Ivan Vulić; Stephen Clark
Visual Bilingual Lexicon Induction with Transferred ConvNet Features

D15-1016 [bib]: Sarthak Jain; Shashank Batra
Cross Lingual Sentiment Analysis using Modified BRAE

D15-1017 [bib]: Jayanth Jayanth; Jayaprakash Sundararaj; Pushpak Bhattacharyya
Monotone Submodularity in Opinion Summaries

D15-1018 [bib]: Lingjia Deng; Janyce Wiebe
Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models

D15-1019 [bib]: Ashequl Qadir; Ellen Riloff; Marilyn Walker
Learning to Recognize Affective Polarity in Similes

D15-1020 [bib]: Tongtao Zhang; Hongzhi Li; Heng Ji; Shih-Fu Chang
Cross-document Event Coreference Resolution based on Cross-media Features

D15-1021 [bib]: Francis Ferraro; Nasrin Mostafazadeh; Ting-Hao Huang; Lucy Vanderwende; Jacob Devlin; Michel Galley; Margaret Mitchell
A Survey of Current Datasets for Vision and Language Research

D15-1022 [bib] [attachment]: Arnau Ramisa; Josiah Wang; Ying Lu; Emmanuel Dellandrea; Francesc Moreno-Noguer; Robert Gaizauskas
Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions

D15-1023 [bib] [attachment]: Andrei Simion; Michael Collins; Cliff Stein
On A Strictly Convex IBM Model 1

D15-1024 [bib]: Arvid Österlund; David Ödling; Magnus Sahlgren
Factorization of Latent Variables in Distributional Semantic Models

D15-1025 [bib]: Matthieu Labeau; Kevin Löser; Alexandre Allauzen
Non-lexical neural architecture for fine-grained POS Tagging

D15-1026 [bib]: Marek Rei
Online Representation Learning in Recurrent Neural Language Models

D15-1027 [bib]: Majid Yazdani; James Henderson
A Model of Zero-Shot Learning of Spoken Language Understanding

D15-1028 [bib]: Michal Lukasik; P. K. Srijith; Trevor Cohn; Kalina Bontcheva
Modeling Tweet Arrival Times using Log-Gaussian Cox Processes

D15-1029 [bib]: Jacob Devlin; Chris Quirk; Arul Menezes
Pre-Computable Multi-Layer Neural Network Language Models

D15-1030 [bib] [attachment]: Weiwei Yang; Jordan Boyd-Graber; Philip Resnik
Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors

D15-1031 [bib]: Huaping Zhong; Jianwen Zhang; Zhen Wang; Hai Wan; Zheng Chen
Aligning Knowledge and Text Embeddings by Entity Descriptions

D15-1032 [bib]: Jonathan K. Kummerfeld; Taylor Berg-Kirkpatrick; Dan Klein
An Empirical Analysis of Optimization for Max-Margin NLP

D15-1033 [bib]: Irina Sergienya; Hinrich Schütze
Learning Better Embeddings for Rare Words Using Distributional Representations

D15-1034 [bib]: Alberto Garcia-Duran; Antoine Bordes; Nicolas Usunier
Composing Relationships with Translations

D15-1035 [bib] [attachment]: Emily Jamison; Iryna Gurevych
Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.

D15-1036 [bib]: Tobias Schnabel; Igor Labutov; David Mimno; Thorsten Joachims
Evaluation methods for unsupervised word embeddings

D15-1037 [bib]: Yi Yang; Doug Downey; Jordan Boyd-Graber
Efficient Methods for Incorporating Knowledge into Topic Models

D15-1038 [bib]: Kelvin Guu; John Miller; Percy Liang
Traversing Knowledge Graphs in Vector Space

D15-1039 [bib]: Mohammad Sadegh Rasooli; Michael Collins
Density-Driven Cross-Lingual Transfer of Dependency Parsers

D15-1040 [bib]: Long Duong; Trevor Cohn; Steven Bird; Paul Cook
A Neural Network Model for Low-Resource Universal Dependency Parsing

D15-1041 [bib]: Miguel Ballesteros; Chris Dyer; Noah A. Smith
Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs

D15-1042 [bib]: Katja Filippova; Enrique Alfonseca; Carlos A. Colmenares; Lukasz Kaiser; Oriol Vinyals
Sentence Compression by Deletion with LSTMs

D15-1043 [bib]: Jiangming Liu; Yue Zhang
An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering

D15-1044 [bib]: Alexander M. Rush; Sumit Chopra; Jason Weston
A Neural Attention Model for Abstractive Sentence Summarization

D15-1045 [bib]: Arman Cohan; Nazli Goharian
Scientific Article Summarization Using Citation-Context and Article's Discourse Structure

D15-1046 [bib]: Yeyun Gong; Qi Zhang; Xuanjing Huang
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags

D15-1047 [bib]: Zhiwei Jiang; Gang Sun; Qing Gu; Tao Bai; Daoxu Chen
A Graph-based Readability Assessment Method using Word Coupling

D15-1048 [bib] [attachment]: Axel Schulz; Christian Guckelsberger; Benedikt Schmidt
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets

D15-1049 [bib]: Peter Phandi; Kian Ming A. Chai; Hwee Tou Ng
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression

D15-1050 [bib]: Ruty Rinott; Lena Dankin; Carlos Alzate Perez; Mitesh M. Khapra; Ehud Aharoni; Noam Slonim
Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection

D15-1051 [bib]: Saša Hasan; Carmen Heger; Saab Mansour
Spelling Correction of User Search Queries through Statistical Machine Translation

D15-1052 [bib]: Roman Grundkiewicz; Marcin Junczys-Dowmunt; Edward Gillian
Human Evaluation of Grammatical Error Correction Systems

D15-1053 [bib]: Alexander Ororbia II; C. Lee Giles; David Reitter
Learning a Deep Hybrid Model for Semi-Supervised Text Classification

D15-1054 [bib]: Sungjin Lee; Yifan Hu
Joint Embedding of Query and Ad by Leveraging Implicit Feedback

D15-1055 [bib]: Mike Donald Tapi Nzali; Xavier Tannier; Aurelie Neveol
Automatic Extraction of Time Expressions Accross Domains in French Narratives

D15-1056 [bib]: David S. Batista; Bruno Martins; Mário J. Silva
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics

D15-1057 [bib] [attachment]: Erwin Marsi; Pinar Öztürk
Extraction and generalisation of variables from scientific publications

D15-1058 [bib]: Will Radford; Xavier Carreras; James Henderson
Named entity recognition with document-specific KB tag gazetteers

D15-1059 [bib]: Derry Tanti Wijaya; Ndapandula Nakashole; Tom Mitchell
"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History

D15-1060 [revisions: v2] [bib]: Lidong Bing; Sneha Chaudhari; Richard Wang; William Cohen
Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists

D15-1061 [bib]: Manjunath Hegde; Partha P. Talukdar
An Entity-centric Approach for Overcoming Knowledge Graph Sparsity

D15-1062 [bib]: Kun Xu; Yansong Feng; Songfang Huang; Dongyan Zhao
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling

D15-1063 [bib]: Jannik Strötgen; Michael Gertz
A Baseline Temporal Tagger for all Languages

D15-1064 [bib]: Nanyun Peng; Mark Dredze
Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings

D15-1065 [bib]: Kangqi Luo; Xusheng Luo; Kenny Zhu
Inferring Binary Relation Schemas for Open Information Extraction

D15-1066 [bib]: Jingang Wang; Dandan Song; Zhiwei Zhang; Lejian Liao; Luo Si; Chin-Yew Lin
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation

D15-1067 [bib]: Sungjin Lee
Online Sentence Novelty Scoring for Topical Document Streams

D15-1068 [bib]: Shafiq Joty; Alberto Barrón-Cedeño; Giovanni Da San Martino; Simone Filice; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov
Global Thread-level Inference for Comment Classification in Community Question Answering

D15-1069 [bib]: Jiaping Zheng; Hong Yu
Key Concept Identification for Medical Information Retrieval

D15-1070 [bib]: Ruka Funaki; Hideki Nakayama
Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval

D15-1071 [bib]: Clemens Nopp; Allan Hanbury
Detecting Risks in the Banking System by Sentiment Analysis

D15-1072 [bib]: Henning Wachsmuth; Johannes Kiesel; Benno Stein
Sentiment Flow - A General Model of Web Review Argumentation

D15-1073 [bib]: Meishan Zhang; Yue Zhang; Duy Tin Vo
Neural Networks for Open Domain Targeted Sentiment

D15-1074 [bib]: Yuki Nakayama; Atsushi Fujii
Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining

D15-1075 [bib]: Samuel R. Bowman; Gabor Angeli; Christopher Potts; Christopher D. Manning
A large annotated corpus for learning natural language inference

D15-1076 [bib]: Luheng He; Mike Lewis; Luke Zettlemoyer
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language

D15-1077 [bib]: Yixin Cao; Juanzi Li; Xiaofei Guo; Shuanhu Bai; Heng Ji; Jie Tang
Name List Only? Target Entity Disambiguation in Short Texts

D15-1078 [bib]: Yu Hong; Xiaobin Wang; Yadong Chen; Jian Wang; Tongtao Zhang; Heng Ji
Biography-Dependent Collaborative Entity Archiving for Slot Filling

D15-1079 [bib] [attachment]: Tianyi Luo; Dong Wang; Rong Liu; Yiqiao Pan
Stochastic Top-k ListNet

D15-1080 [bib]: Tushar Khot; Niranjan Balasubramanian; Eric Gribkoff; Ashish Sabharwal; Peter Clark; Oren Etzioni
Exploring Markov Logic Networks for Question Answering

D15-1081 [bib]: Han Wang; Jin Guang Zheng; Xiaogang Ma; Peter Fox; Heng Ji
Language and Domain Independent Entity Linking with Quantified Collective Validation

D15-1082 [bib]: Yankai Lin; Zhiyuan Liu; Huanbo Luan; Maosong Sun; Siwei Rao; Song Liu
Modeling Relation Paths for Representation Learning of Knowledge Bases

D15-1083 [bib]: Yadollah Yaghoobzadeh; Hinrich Schütze
Corpus-level Fine-grained Entity Typing Using Contextual Information

D15-1084 [bib]: Claudio Delli Bovi; Luis Espinosa Anke; Roberto Navigli
Knowledge Base Unification via Sense Embeddings and Disambiguation

D15-1085 [bib]: Hao Cheng; Hao Fang; Mari Ostendorf
Open-Domain Name Error Detection using a Multi-Task RNN

D15-1086 [bib]: Isabelle Augenstein; Andreas Vlachos; Diana Maynard
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning

D15-1087 [bib]: Jennifer D'Souza; Vincent Ng
Sieve-Based Spatial Relation Extraction with Expanding Parse Trees

D15-1088 [bib] [attachment]: Hardik Vala; David Jurgens; Andrew Piper; Derek Ruths
Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts

D15-1089 [bib]: Jonghoon Kim; Francois Rousseau; Michalis Vazirgiannis
Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization

D15-1090 [bib]: Jermsak Jermsurawong; Nizar Habash
Predicting the Structure of Cooking Recipes

D15-1091 [bib]: Linmei Hu; Juanzi Li; Xiaoli Li; Chao Shao; Xuzhong Wang
TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering

D15-1092 [bib]: Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Shiyu Wu; Xuanjing Huang
Sentence Modeling with Gated Recursive Neural Network

D15-1093 [bib]: Fumiyo Fukumoto; Yoshimi Suzuki
Learning Timeline Difference for Text Categorization

D15-1094 [bib]: Sun Kim; Lana Yeganova; W John Wilbur
Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis

D15-1095 [bib]: Alessio Palmero Aprosio; Sara Tonelli
Recognizing Biographical Sections in Wikipedia

D15-1096 [bib]: Lipu Zhou; Shuaixiang Dai; Liwei Chen
Learn to Solve Algebra Word Problems Using Quadratic Programming

D15-1097 [bib]: Abdul Rafae; Abdul Qayyum; Muhammad Moeenuddin; Asim Karim; Hassan Sajjad; Faisal Kamiran
An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text

D15-1098 [bib]: Yanran Li; Wenjie Li; Fei Sun; Sujian Li
Component-Enhanced Chinese Character Embeddings

D15-1099 [bib]: Li Li; Houfeng Wang; Xu Sun; Baobao Chang; Shi Zhao; Lei Sha
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method

D15-1100 [bib]: Arun Maiya
A Framework for Comparing Groups of Documents

D15-1101 [bib]: Sourav Dutta; Gerhard Weikum
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking

D15-1102 [bib]: Wei Lu; Dan Roth
Joint Mention Extraction and Classification with Mention Hypergraphs

D15-1103 [bib]: Luciano Del Corro; Abdalghani Abujabal; Rainer Gemulla; Gerhard Weikum
FINET: Context-Aware Fine-Grained Named Entity Typing

D15-1104 [bib]: Gang Luo; Xiaojiang Huang; Chin-Yew Lin; Zaiqing Nie
Joint Entity Recognition and Disambiguation

D15-1105 [bib]: Barret Zoph; Marjan Ghazvininejad; Kevin Knight
How Much Information Does a Human Translator Add to the Original?

D15-1106 [bib]: Rui Lin; Shujie Liu; Muyun Yang; Mu Li; Ming Zhou; Sheng Li
Hierarchical Recurrent Neural Network for Document Modeling

D15-1107 [bib]: Kenton Murray; David Chiang
Auto-Sizing Neural Networks: With Applications to n-gram Language Models

D15-1108 [bib]: Nanyun Peng; Ryan Cotterell; Jason Eisner
Dual Decomposition Inference for Graphical Models over Strings

D15-1109 [bib] [attachment]: Stergos Afantenos; Eric Kow; Nicholas Asher; Jérémy Perret
Discourse parsing for multi-party chat dialogues

D15-1110 [bib]: Andreas Peldszus; Manfred Stede
Joint prediction in MST-style discourse parsing for argumentation mining

D15-1111 [bib]: Md Arafat Sultan; Steven Bethard; Tamara Sumner
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment

D15-1112 [bib]: Nicholas FitzGerald; Oscar Täckström; Kuzman Ganchev; Dipanjan Das
Semantic Role Labeling with Neural Network Factors

D15-1113 [bib] [attachment]: Adam Grycner; Gerhard Weikum; Jay Pujara; James Foulds; Lise Getoor
RELLY: Inferring Hypernym Relationships Between Relational Phrases

D15-1114 [bib]: Chloé Kiddon; Ganesa Thandavam Ponnuraj; Luke Zettlemoyer; Yejin Choi
Mise en Place: Unsupervised Interpretation of Instructional Recipes

D15-1115 [bib]: Omid Bakhshandeh; James Allen
Semantic Framework for Comparison Structures in Natural Language

D15-1116 [bib]: Debanjan Ghosh; Weiwei Guo; Smaranda Muresan
Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words

D15-1117 [bib]: Tuan Luu Anh; Jung-jae Kim; See Kiong Ng
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction

D15-1118 [bib]: Arindam Mitra; Chitta Baral
Learning to Automatically Solve Logic Grid Puzzles

D15-1119 [bib]: Chenchen Ding; Masao Utiyama; Eiichiro Sumita
Improving fast_align by Reordering

D15-1120 [bib]: Benjamin Marie; Aurélien Max
Touch-Based Pre-Post-Editing of Machine Translation Output

D15-1121 [bib]: Quoc-Khanh DO; Alexandre Allauzen; François Yvon
A Discriminative Training Procedure for Continuous Translation Models

D15-1122 [bib]: Wei-Yun Ma; Kathleen McKeown
System Combination for Machine Translation through Paraphrasing

D15-1123 [bib]: Joern Wuebker; Spence Green; John DeNero
Hierarchical Incremental Adaptation for Statistical Machine Translation

D15-1124 [bib]: Rohit Gupta; Constantin Orasan; Josef van Genabith
ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks

D15-1125 [bib]: Kashif Shah; Raymond W. M. Ng; Fethi Bougares; Lucia Specia
Investigating Continuous Space Language Models for Machine Translation Quality Estimation

D15-1126 [bib]: Tomer Levinboim; David Chiang
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages

D15-1127 [bib]: Kejun Huang; Matt Gardner; Evangelos Papalexakis; Christos Faloutsos; Nikos Sidiropoulos; Tom Mitchell; Partha P. Talukdar; Xiao Fu
Translation Invariant Word Embeddings

D15-1128 [bib]: Andrew Finch; Xiaolin Wang; Masao Utiyama; Eiichiro Sumita
Hierarchical Phrase-based Stream Decoding

D15-1129 [bib]: Fabienne Braune; Nina Seemann; Alexander Fraser
Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation

D15-1130 [bib]: Shachar Mirkin; Scott Nowson; Caroline Brun; Julien Perez
Motivating Personality-aware Machine Translation

D15-1131 [bib] [attachment]: Jocelyn Coulmance; Jean-Marc Marty; Guillaume Wenzek; Amine Benhalloum
Trans-gram, Fast Cross-lingual Word-embeddings

D15-1132 [bib]: Lifeng Jin; Marie-Catherine de Marneffe
The Overall Markedness of Discourse Relations

D15-1133 [bib]: Verónica Pérez-Rosas; Rada Mihalcea
Experiments in Open Domain Deception Detection

D15-1134 [bib]: Tal Linzen; Timothy O'Donnell
A model of rapid phonotactic generalization

D15-1135 [bib]: Shuming Shi; Yuehui Wang; Chin-Yew Lin; Xiaojiang Liu; Yong Rui
Automatically Solving Number Word Problems by Semantic Parsing and Reasoning

D15-1136 [bib]: Michael Pust; Ulf Hermjakob; Kevin Knight; Daniel Marcu; Jonathan May
Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation

D15-1137 [bib]: Phong Le; Willem Zuidema
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization

D15-1138 [bib]: Jacob Andreas; Dan Klein
Alignment-Based Compositional Semantics for Instruction Following

D15-1139 [bib]: Steffen Eger
Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P

D15-1140 [bib]: Fumihiko Takahasi; Shinsuke Mori
Keyboard Logs as Natural Annotations for Word Segmentation

D15-1141 [bib]: Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Pengfei Liu; Xuanjing Huang
Long Short-Term Memory Neural Networks for Chinese Word Segmentation

D15-1142 [bib]: Wei Chen; Bo Xu
Semi-supervised Chinese Word Segmentation based on Bilingual Information

D15-1143 [bib]: Hidetaka Kamigaito; Taro Watanabe; Hiroya Takamura; Manabu Okumura; Eiichiro Sumita
Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model

D15-1144 [bib]: Shiqi Shen; Yang Liu; Maosong Sun; Huanbo Luan
Consistency-Aware Search for Word Alignment

D15-1145 [bib]: Jinsong Su; Deyi Xiong; Shujian Huang; Xianpei Han; Junfeng Yao
Graph-Based Collective Lexical Selection for Statistical Machine Translation

D15-1146 [bib]: Jinsong Su; Deyi Xiong; Biao Zhang; Yang Liu; Junfeng Yao; Min Zhang
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation

D15-1147 [bib]: Shafiq Joty; Hassan Sajjad; Nadir Durrani; Kamla Al-Mannai; Ahmed Abdelali; Stephan Vogel
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models

D15-1148 [bib]: Junyi Jessy Li; Ani Nenkova
Detecting Content-Heavy Sentences: A Cross-Language Case Study

D15-1149 [bib]: Feifei Zhai; Liang Huang; Kai Zhao
Search-Aware Tuning for Hierarchical Phrase-based Decoding

D15-1150 [bib]: Young-Bum Kim; Benjamin Snyder; Ruhi Sarikaya
Part-of-speech Taggers for Low-resource Languages using CCA Features

D15-1151 [bib]: Robert Moore
An Improved Tag Dictionary for Faster Part-of-Speech Tagging

D15-1152 [bib]: Anas Shahrour; Salam Khalifa; Nizar Habash
Improving Arabic Diacritization through Syntactic Analysis

D15-1153 [bib]: Meishan Zhang; Yue Zhang
Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing

D15-1154 [bib]: Xuezhe Ma; Eduard Hovy
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing

D15-1155 [bib]: Wenpeng Yin; Tobias Schnabel; Hinrich Schütze
Online Updating of Word Representations for Part-of-Speech Tagging

D15-1156 [bib]: Shunsuke Takeno; Masaaki Nagata; Kazuhide Yamamoto
Empty Category Detection using Path Features and Distributed Case Frames

D15-1157 [bib]: Rasoul Kaljahi; Jennifer Foster; Johann Roturier; Corentin Ribeyre; Teresa Lynn; Joseph Le Roux
Foreebank: Syntactic Analysis of Customer Support Forums

D15-1158 [bib]: Eliyahu Kiperwasser; Yoav Goldberg
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data

D15-1159 [bib]: Chris Alberti; David Weiss; Greg Coppola; Slav Petrov
Improved Transition-Based Parsing and Tagging with Neural Networks

D15-1160 [bib]: Do Kook Choe; David McClosky; Eugene Charniak
Syntactic Parse Fusion

D15-1161 [bib]: Wang Ling; Yulia Tsvetkov; Silvio Amir; Ramon Fermandez; Chris Dyer; Alan W Black; Isabel Trancoso; Chu-Cheng Lin
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention

D15-1162 [bib]: Matthew Honnibal; Mark Johnson
An Improved Non-monotonic Transition System for Dependency Parsing

D15-1163 [bib]: Ramtin Mehdizadeh Seraj; Maryam Siahbani; Anoop Sarkar
Improving Statistical Machine Translation with a Multilingual Paraphrase Database

D15-1164 [bib]: Xing Wang; Deyi Xiong; Min Zhang
Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation

D15-1165 [bib]: Andreas Guta; Tamer Alkhouli; Jan-Thorsten Peter; Joern Wuebker; Hermann Ney
A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences

D15-1166 [bib]: Thang Luong; Hieu Pham; Christopher D. Manning
Effective Approaches to Attention-based Neural Machine Translation

D15-1167 [bib]: Duyu Tang; Bing Qin; Ting Liu
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification

D15-1168 [bib]: Pengfei Liu; Shafiq Joty; Helen Meng
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings

D15-1169 [bib]: Mike Lewis; Luheng He; Luke Zettlemoyer
Joint A* CCG Parsing and Semantic Role Labelling

D15-1170 [bib]: Junhui Li; Muhua Zhu; Wei Lu; Guodong Zhou
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar

D15-1171 [bib]: Minjoon Seo; Hannaneh Hajishirzi; Ali Farhadi; Oren Etzioni; Clint Malcolm
Solving Geometry Problems: Combining Text and Diagram Interpretation

D15-1172 [bib]: Yevgeni Berzak; Andrei Barbu; Daniel Harari; Boris Katz; Shimon Ullman
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities

D15-1173 [bib]: Matt Gardner; Tom Mitchell
Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction

D15-1174 [bib]: Kristina Toutanova; Danqi Chen; Patrick Pantel; Hoifung Poon; Pallavi Choudhury; Michael Gamon
Representing Text for Joint Embedding of Text and Knowledge Bases

D15-1175 [bib]: Yanchuan Sim; Bryan Routledge; Noah A. Smith
A Utility Model of Authors in the Scientific Community

D15-1176 [bib] [attachment]: Wang Ling; Chris Dyer; Alan W Black; Isabel Trancoso; Ramon Fermandez; Silvio Amir; Luis Marujo; Tiago Luis
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

D15-1177 [bib]: Jianpeng Cheng; Dimitri Kartsaklis
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning

D15-1178 [bib]: Annie Louis; Shay B. Cohen
Conversation Trees: A Grammar Model for Topic Structure in Forums

D15-1179 [bib]: Jingwei Zhang; Aaron Gerow; Jaan Altosaar; James Evans; Richard Jean So
Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections

D15-1180 [bib]: Tao Lei; Regina Barzilay; Tommi Jaakkola
Molding CNNs for text: non-linear, non-consecutive convolutions

D15-1181 [bib]: Hua He; Kevin Gimpel; Jimmy Lin
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks

D15-1182 [bib] [attachment]: Khanh Nguyen; Brendan O'Connor
Posterior calibration and exploratory analysis for natural language processing models

D15-1183 [bib]: Shaohua Li; Jun Zhu; Chunyan Miao
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution

D15-1184 [bib]: Taehoon Kim; Jaesik Choi
Reading Documents for Bayesian Online Change Point Detection

D15-1185 [bib]: Lei Sha; Sujian Li; Baobao Chang; Zhifang Sui; Tingsong Jiang
Recognizing Textual Entailment Using Probabilistic Inference

D15-1186 [bib]: Zhen Wang; Tingsong Jiang; Baobao Chang; Zhifang Sui
Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks

D15-1187 [bib]: Bowei Zou; Guodong Zhou; Qiaoming Zhu
Unsupervised Negation Focus Identification with Word-Topic Graph Model

D15-1188 [bib]: Corina Dima
Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds

D15-1189 [bib]: Kenton Lee; Yoav Artzi; Yejin Choi; Luke Zettlemoyer
Event Detection and Factuality Assessment with Non-Expert Supervision

D15-1190 [bib]: Julien Kloetzer; Kentaro Torisawa; Chikara Hashimoto; Jong-Hoon Oh
Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity

D15-1191 [bib]: Yuanfei Luo; Quan Wang; Bin Wang; Li Guo
Context-Dependent Knowledge Graph Embedding

D15-1192 [bib]: Evgenia Wasserman Pritsker; William Cohen; Einat Minkov
Learning to Identify the Best Contexts for Knowledge-based WSD

D15-1193 [bib]: Chen Liang; Zhaohui Wu; Wenyi Huang; C. Lee Giles
Measuring Prerequisite Relations Among Concepts

D15-1194 [bib] [attachment]: Nut Limsopatham; Nigel Collier
Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages

D15-1195 [bib]: Rachel Rudinger; Pushpendre Rastogi; Francis Ferraro; Benjamin Van Durme
Script Induction as Language Modeling

D15-1196 [bib]: Hongyin Luo; Zhiyuan Liu; Huanbo Luan; Maosong Sun
Online Learning of Interpretable Word Embeddings

D15-1197 [bib]: Ellery Smith; Nicola Greco; Matko Bosnjak; Andreas Vlachos
A Strong Lexical Matching Method for the Machine Comprehension Test

D15-1198 [bib] [attachment]: Yoav Artzi; Kenton Lee; Luke Zettlemoyer
Broad-coverage CCG Semantic Parsing with AMR

D15-1199 [bib] [attachment]: Tsung-Hsien Wen; Milica Gasic; Nikola Mrkšić; Pei-Hao Su; David Vandyke; Steve Young
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

D15-1200 [bib]: Jiwei Li; Dan Jurafsky
Do Multi-Sense Embeddings Improve Natural Language Understanding?

D15-1201 [bib]: Majid Yazdani; Meghdad Farahmand; James Henderson
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions

D15-1202 [bib]: Subhro Roy; Dan Roth
Solving General Arithmetic Word Problems

D15-1203 [bib]: Daojian Zeng; Kang Liu; Yubo Chen; Jun Zhao
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks

D15-1204 [bib]: Fabio Petroni; Luciano Del Corro; Rainer Gemulla
CORE: Context-Aware Open Relation Extraction with Factorization Machines

D15-1205 [bib] [attachment]: Matthew R. Gormley; Mo Yu; Mark Dredze
Improved Relation Extraction with Feature-Rich Compositional Embedding Models

D15-1206 [bib]: Yan Xu; Lili Mou; Ge Li; Yunchuan Chen; Hao Peng; Zhi Jin
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths

D15-1207 [bib]: Aida Nematzadeh; Erin Grant; Suzanne Stevenson
A Computational Cognitive Model of Novel Word Generalization

D15-1208 [bib]: Lucie Flekova; Iryna Gurevych
Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources

D15-1209 [bib]: Xiaolin Wang; Masao Utiyama; Andrew Finch; Taro Watanabe; Eiichiro Sumita
Leave-one-out Word Alignment without Garbage Collector Effects

D15-1210 [bib]: Chunyang Liu; Yang Liu; Maosong Sun; Huanbo Luan; Heng Yu
Generalized Agreement for Bidirectional Word Alignment

D15-1211 [bib]: Tao Qian; Yue Zhang; Meishan Zhang; Yafeng Ren; Donghong Ji
A Transition-based Model for Joint Segmentation, POS-tagging and Normalization

D15-1212 [bib]: Benoit Crabbé
Multilingual discriminative lexicalized phrase structure parsing

D15-1213 [bib]: Yuan Zhang; Regina Barzilay
Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing

D15-1214 [bib]: Shashi Narayan; Shay B. Cohen
Diversity in Spectral Learning for Natural Language Parsing

D15-1215 [bib]: Xinchi Chen; Yaqian Zhou; Chenxi Zhu; Xipeng Qiu; Xuanjing Huang
Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks

D15-1216 [bib]: Hatim Khouzaimi; Romain Laroche; Fabrice Lefevre
Turn-taking phenomena in incremental dialogue systems

D15-1217 [bib]: Ryo Masumura; Taichi Asami; Takanobu Oba; Hirokazu Masataki; Sumitaka Sakauchi; Akinori Ito
Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks

D15-1218 [bib]: Gaurav Kumar; Graeme Blackwood; Jan Trmal; Daniel Povey; Sanjeev Khudanpur
A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation

D15-1219 [bib]: Wei Li
Abstractive Multi-document Summarization with Semantic Information Extraction

D15-1220 [bib]: Florian Boudin; Hugo Mougard; Benoit Favre
Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions

D15-1221 [bib]: Peter Potash; Alexey Romanov; Anna Rumshisky
GhostWriter: Using an LSTM for Automatic Rap Lyric Generation

D15-1222 [bib]: Jun-Ping Ng; Viktoria Abrecht
Better Summarization Evaluation with Word Embeddings for ROUGE

D15-1223 [bib]: Marina Litvak; Mark Last; Natalia Vanetik
Krimping texts for better summarization

D15-1224 [bib]: Dimitra Gkatzia; Verena Rieser; Phil Bartie; William Mackaness
From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes

D15-1225 [bib]: Deyu Zhou; Haiyang Xu; Yulan He
An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles

D15-1226 [bib]: Daraksha Parveen; Hans-Martin Ramsl; Michael Strube
Topical Coherence for Graph-based Extractive Summarization

D15-1227 [bib] [attachment]: Wencan Luo; Diane Litman
Summarizing Student Responses to Reflection Prompts

D15-1228 [bib]: Dani Yogatama; Fei Liu; Noah A. Smith
Extractive Summarization by Maximizing Semantic Volume

D15-1229 [bib]: Baotian Hu; Qingcai Chen; Fangze Zhu
LCSTS: A Large Scale Chinese Short Text Summarization Dataset

D15-1230 [bib]: Or Biran; Kathleen McKeown
Discourse Planning with an N-gram Model of Relations

D15-1231 [bib]: Richard Futrell; Edward Gibson
Experiments with Generative Models for Dependency Tree Linearization

D15-1232 [bib]: Hayato Kobayashi; Masaki Noguchi; Taichi Yatsuka
Summarization Based on Embedding Distributions

D15-1233 [bib]: Marc Dymetman; Sriram Venkatapathy; Chunyang Xiao
Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation

D15-1234 [bib]: Anil Ramakrishna; Nikolaos Malandrakis; Elizabeth Staruk; Shrikanth Narayanan
A quantitative analysis of gender differences in movies using psycholinguistic normatives

D15-1235 [bib] [attachment]: Sujatha Das Gollapalli; Xiaoli Li
EMNLP versus ACL: Analyzing NLP research over time

D15-1236 [bib]: Yang Li; Peter Clark
Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge

D15-1237 [bib]: Yi Yang; Wen-tau Yih; Christopher Meek
WikiQA: A Challenge Dataset for Open-Domain Question Answering

D15-1238 [bib]: Shachar Mirkin; Jean-Luc Meunier
Personalized Machine Translation: Predicting Translational Preferences

D15-1239 [bib]: Aaron Jaech; Victoria Zayats; Hao Fang; Mari Ostendorf; Hannaneh Hajishirzi
Talking to the crowd: What do people react to in online discussions?

D15-1240 [bib]: Aaron Jaech; Mari Ostendorf
What Your Username Says About You

D15-1241 [bib]: Bhushan Kotnis; Pradeep Bansal; Partha P. Talukdar
Knowledge Base Inference using Bridging Entities

D15-1242 [bib]: Douwe Kiela; Felix Hill; Stephen Clark
Specializing Word Embeddings for Similarity or Relatedness

D15-1243 [bib]: Yulia Tsvetkov; Manaal Faruqui; Wang Ling; Guillaume Lample; Chris Dyer
Evaluation of Word Vector Representations by Subspace Alignment

D15-1244 [bib]: Koji Mineshima; Pascual Martínez-Gómez; Yusuke Miyao; Daisuke Bekki
Higher-order logical inference with compositional semantics

D15-1245 [bib]: Anders Johannsen; Héctor Martínez Alonso; Anders Søgaard
Any-language frame-semantic parsing

D15-1246 [bib]: Arne Köhn
What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation

D15-1247 [bib] [attachment]: Jun Araki; Teruko Mitamura
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron

D15-1248 [bib]: Rico Sennrich; Barry Haddow
A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation

D15-1249 [bib]: Rohan Chitnis; John DeNero
Variable-Length Word Encodings for Neural Translation Models

D15-1250 [bib]: Jingyi Zhang; Masao Utiyama; Eiichiro Sumita; Graham Neubig; Satoshi Nakamura
A Binarized Neural Network Joint Model for Machine Translation

D15-1251 [bib]: Dani Yogatama; Lingpeng Kong; Noah A. Smith
Bayesian Optimization of Text Representations

D15-1252 [bib]: Hao Peng; Lili Mou; Ge Li; Yunchuan Chen; Yangyang Lu; Zhi Jin
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks

D15-1253 [bib]: Lidan Wang; Minwei Feng; Bowen Zhou; Bing Xiang; Sridhar Mahadevan
Efficient Hyper-parameter Optimization for NLP Applications

D15-1254 [bib] [attachment]: Fei Huang
Improved Arabic Dialect Classification with Social Media Data

D15-1255 [bib]: Ivan Habernal; Iryna Gurevych
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse

D15-1256 [bib]: Umashanthi Pavalanathan; Jacob Eisenstein
Confounds and Consequences in Geotagged Twitter Data

D15-1257 [bib]: Jessica Ouyang; Kathleen McKeown
Modeling Reportable Events as Turning Points in Narrative

D15-1258 [bib]: Sapna Negi; Paul Buitelaar
Towards the Extraction of Customer-to-Customer Suggestions from Reviews

D15-1259 [bib]: Jing Li; Wei Gao; Zhongyu Wei; Baolin Peng; Kam-Fai Wong
Using Content-level Structures for Summarizing Microblog Repost Trees

D15-1260 [bib]: Ryu Iida; Kentaro Torisawa; Chikara Hashimoto; Jong-Hoon Oh; Julien Kloetzer
Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition

D15-1261 [bib]: Ziheng Huang; Jialu Zhong; Rebecca J. Passonneau
Estimation of Discourse Segmentation Labels from Crowd Data

D15-1262 [bib]: Chloé Braud; Pascal Denis
Comparing Word Representations for Implicit Discourse Relation Classification

D15-1263 [bib]: Parminder Bhatia; Yangfeng Ji; Jacob Eisenstein
Better Document-level Sentiment Analysis from RST Discourse Parsing

D15-1264 [bib]: Yangfeng Ji; Gongbo Zhang; Jacob Eisenstein
Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations

D15-1265 [bib]: Seokhwan Kim; Rafael E. Banchs; Haizhou Li
Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia

D15-1266 [bib]: Biao Zhang; Jinsong Su; Deyi Xiong; Yaojie Lu; Hong Duan; Junfeng Yao
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition

D15-1267 [bib]: Judith Eckle-Kohler; Roland Kluge; Iryna Gurevych
On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse

D15-1268 [bib]: Ryuichiro Higashinaka; Masahiro Mizukami; Kotaro Funakoshi; Masahiro Araki; Hiroshi Tsukahara; Yuka Kobayashi
Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems

D15-1269 [bib]: Muhammad Attamimi; Yuji Ando; Tomoaki Nakamura; Takayuki Nagai; Daichi Mochihashi; Ichiro Kobayashi; Hideki Asoh
Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments

D15-1270 [bib]: Wei Song; Ruiji Fu; Lizhen Liu; Ting Liu
Discourse Element Identification in Student Essays based on Global and Local Cohesion

D15-1271 [bib]: Quynh Ngoc Thi Do; Steven Bethard; Marie-Francine Moens
Adapting Coreference Resolution for Narrative Processing

D15-1272 [bib] [attachment]: Thomas Müller; Ryan Cotterell; Alexander Fraser; Hinrich Schütze
Joint Lemmatization and Morphological Tagging with Lemming

D15-1273 [bib]: Gonzalo Iglesias; Adrià de Gispert; Bill Byrne
Transducer Disambiguation with Sparse Topological Features

D15-1274 [bib]: Yonatan Belinkov; James Glass
Arabic Diacritization with Recurrent Neural Networks

D15-1275 [bib]: Attila Novák; Borbála Siklósi
Automatic Diacritics Restoration for Hungarian

D15-1276 [bib]: Hajime Morita; Daisuke Kawahara; Sadao Kurohashi
Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model

D15-1277 [bib]: Hirotaka Kameko; Shinsuke Mori; Yoshimasa Tsuruoka
Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study

D15-1278 [bib]: Jiwei Li; Thang Luong; Dan Jurafsky; Eduard Hovy
When Are Tree Structures Necessary for Deep Learning of Representations?

D15-1279 [bib]: Lili Mou; Hao Peng; Ge Li; Yan Xu; Lu Zhang; Zhi Jin
Discriminative Neural Sentence Modeling by Tree-Based Convolution

D15-1280 [bib]: Pengfei Liu; Xipeng Qiu; Xinchi Chen; Shiyu Wu; Xuanjing Huang
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents

D15-1281 [bib]: Verónica Pérez-Rosas; Mohamed Abouelenien; Rada Mihalcea; Yao Xiao; CJ Linton; Mihai Burzo
Verbal and Nonverbal Clues for Real-life Deception Detection

D15-1282 [bib]: Geli Fei; Bing Liu
Social Media Text Classification under Negative Covariate Shift

D15-1283 [bib]: Cornelia Caragea; Florin Bulgarov; Rada Mihalcea
Co-Training for Topic Classification of Scholarly Data

D15-1284 [bib]: Diyi Yang; Alon Lavie; Chris Dyer; Eduard Hovy
Humor Recognition and Humor Anchor Extraction

D15-1285 [bib] [attachment]: Chandler May; Francis Ferraro; Alan McCree; Jonathan Wintrode; Daniel Garcia-Romero; Benjamin Van Durme
Topic Identification and Discovery on Text and Speech

D15-1286 [bib]: Dogan Can; Shrikanth Narayanan
A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices

D15-1287 [bib]: Ekaterina Garmash; Christof Monz
Bilingual Structured Language Models for Statistical Machine Translation

D15-1288 [bib] [attachment]: Ehsan Shareghi; Matthias Petri; Gholamreza Haffari; Trevor Cohn
Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees

D15-1289 [bib]: Chuncheng Xiang; Tingsong Jiang; Baobao Chang; Zhifang Sui
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation

D15-1290 [bib]: Martin Riedl; Chris Biemann
A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics

D15-1291 [bib]: Likun Qiu; Yue Zhang; Yanan Lu
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining

D15-1292 [bib]: Amaru Cuba Gyllensten; Magnus Sahlgren
Navigating the Semantic Horizon using Relative Neighborhood Graphs

D15-1293 [bib]: Douwe Kiela; Stephen Clark
Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception

D15-1294 [bib]: Annemarie Friedrich; Manfred Pinkal
Automatic recognition of habituals: a three-way classification of clausal aspect

D15-1295 [bib]: Kristian Woodsend; Mirella Lapata
Distributed Representations for Unsupervised Semantic Role Labeling

D15-1296 [bib]: Lasha Abzianidze
A Tableau Prover for Natural Logic and Language

D15-1297 [bib]: Kun-Hu Luo; Zhi-Hong Deng; Hongliang Yu; Liang-Chen Wei
JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis

D15-1298 [bib]: Thien Hai Nguyen; Kiyoaki Shirai
PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis

D15-1299 [bib]: Mahmoud Nabil; Mohamed Aly; Amir Atiya
ASTD: Arabic Sentiment Tweets Dataset

D15-1300 [bib]: Raksha Sharma; Mohit Gupta; Astha Agarwal; Pushpak Bhattacharyya
Adjective Intensity and Sentiment Analysis

D15-1301 [bib]: Lasse Borgholt; Peter Simonsen; Dirk Hovy
The Rating Game: Sentiment Rating Reproducibility from Text

D15-1302 [bib]: Salud M. Jiménez-Zafra; Giacomo Berardi; Andrea Esuli; Diego Marcheggiani; María Teresa Martín-Valdivia; Alejandro Moreo Fernández
A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining

D15-1303 [bib]: Soujanya Poria; Erik Cambria; Alexander Gelbukh
Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis

D15-1304 [bib]: Ramy Eskander; Owen Rambow
SLSA: A Sentiment Lexicon for Standard Arabic

D15-1305 [bib]: Ning Xing; Yuexian Hou; Peng Zhang; Wenjie Li; Dawei Song
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification

D15-1306 [bib]: William Yang Wang; Diyi Yang
That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets

D15-1307 [bib]: Alex Wilson; Phil Blunsom; Andrew Ker
Detection of Steganographic Techniques on Twitter

D15-1308 [bib]: Dong Nguyen; Tijs van den Broek; Claudia Hauff; Djoerd Hiemstra; Michel Ehrenhard
#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns

D15-1309 [bib]: Nicolas Schrading; Cecilia Ovesdotter Alm; Ray Ptucha; Christopher Homan
An Analysis of Domestic Abuse Discourse on Reddit

D15-1310 [bib]: Dominik Wurzer; Victor Lavrenko; Miles Osborne
Twitter-scale New Event Detection via K-term Hashing

D15-1311 [bib]: Michal Lukasik; Trevor Cohn; Kalina Bontcheva
Classifying Tweet Level Judgements of Rumours in Social Media

D15-1312 [bib]: Andreas Vlachos; Sebastian Riedel
Identification and Verification of Simple Claims about Statistical Properties