EMNLP 2015

321 papers

Touch-Based Pre-Post-Editing of Machine Translation Output

Benjamin Marie, Aurélien Max

Improving fast_align by Reordering

Chenchen Ding, Masao Utiyama, Eiichiro Sumita

Learning to Automatically Solve Logic Grid Puzzles

Arindam Mitra, Chitta Baral

Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction

Anh Tuan Luu, Jung-jae Kim, See Kiong Ng

Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words

Debanjan Ghosh, Weiwei Guo, Smaranda Muresan

Semantic Framework for Comparison Structures in Natural Language

Omid Bakhshandeh, James Allen

Mise en Place: Unsupervised Interpretation of Instructional Recipes

Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer, Yejin Choi

RELLY: Inferring Hypernym Relationships Between Relational Phrases

Adam Grycner, Gerhard Weikum, Jay Pujara, James Foulds, Lise Getoor

Semantic Role Labeling with Neural Network Factors

Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev, Dipanjan Das

Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment

Md Arafat Sultan, Steven Bethard, Tamara Sumner

Joint prediction in MST-style discourse parsing for argumentation mining

Andreas Peldszus, Manfred Stede

Discourse parsing for multi-party chat dialogues

Stergos Afantenos, Eric Kow, Nicholas Asher, Jérémy Perret

Dual Decomposition Inference for Graphical Models over Strings

Nanyun Peng, Ryan Cotterell, Jason Eisner

Auto-Sizing Neural Networks: With Applications to n-gram Language Models

Kenton Murray, David Chiang

Hierarchical Recurrent Neural Network for Document Modeling

Rui Lin, Shujie LIU, Muyun Yang, Mu Li, Ming Zhou

How Much Information Does a Human Translator Add to the Original?

Barret Zoph, Marjan Ghazvininejad, Kevin Knight

Joint Entity Recognition and Disambiguation

Gang Luo, Xiaojiang Huang, Chin-Yew Lin, Zaiqing Nie

FINET: Context-Aware Fine-Grained Named Entity Typing

Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla, Gerhard Weikum

Joint Mention Extraction and Classification with Mention Hypergraphs

Wei Lu, Dan Roth

C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking

Sourav Dutta, Gerhard Weikum

A Framework for Comparing Groups of Documents

Arun Maiya

Multi-label Text Categorization with Joint Learning Predictions-as-Features Method

Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao

Component-Enhanced Chinese Character Embeddings

Yanran Li, Wenjie Li, Fei Sun, Sujian Li

An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text

Abdul Rafae, Abdul Qayyum, Muhammad Moeenuddin, Asim Karim, Hassan Sajjad

Learn to Solve Algebra Word Problems Using Quadratic Programming

Lipu Zhou, Shuaixiang Dai, Liwei Chen

Recognizing Biographical Sections in Wikipedia

Alessio Palmero Aprosio, Sara Tonelli

Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis

Sun Kim, Lana Yeganova, W. John Wilbur

Learning Timeline Difference for Text Categorization

Fumiyo Fukumoto, Yoshimi Suzuki

Sentence Modeling with Gated Recursive Neural Network

Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang

TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering

Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao, Xuzhong Wang

Predicting the Structure of Cooking Recipes

Jermsak Jermsurawong, Nizar Habash

Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization

Jonghoon Kim, François Rousseau, Michalis Vazirgiannis

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

Hardik Vala, David Jurgens, Andrew Piper, Derek Ruths

Sieve-Based Spatial Relation Extraction with Expanding Parse Trees

Jennifer D’Souza, Vincent Ng

Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning

Isabelle Augenstein, Andreas Vlachos, Diana Maynard

Open-Domain Name Error Detection using a Multi-Task RNN

Hao Cheng, Hao Fang, Mari Ostendorf

Knowledge Base Unification via Sense Embeddings and Disambiguation

Claudio Delli Bovi, Luis Espinosa-Anke, Roberto Navigli

Corpus-level Fine-grained Entity Typing Using Contextual Information

Yadollah Yaghoobzadeh, Hinrich Schütze

Modeling Relation Paths for Representation Learning of Knowledge Bases

Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao

Language and Domain Independent Entity Linking with Quantified Collective Validation

Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox, Heng Ji

Exploring Markov Logic Networks for Question Answering

Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark

Stochastic Top-k ListNet

Tianyi Luo, Dong Wang, Rong Liu, Yiqiao Pan

Biography-Dependent Collaborative Entity Archiving for Slot Filling

Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang

Name List Only? Target Entity Disambiguation in Short Texts

Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji

Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language

Luheng He, Mike Lewis, Luke Zettlemoyer

A large annotated corpus for learning natural language inference

Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning

Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining

Yuki Nakayama, Atsushi Fujii

Neural Networks for Open Domain Targeted Sentiment

Meishan Zhang, Yue Zhang, Duy-Tin Vo

Sentiment Flow - A General Model of Web Review Argumentation

Henning Wachsmuth, Johannes Kiesel, Benno Stein

Detecting Risks in the Banking System by Sentiment Analysis

Clemens Nopp, Allan Hanbury

Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval

Ruka Funaki, Hideki Nakayama

Key Concept Identification for Medical Information Retrieval

Jiaping Zheng, Hong Yu

Global Thread-level Inference for Comment Classification in Community Question Answering

Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluis Marquez

Online Sentence Novelty Scoring for Topical Document Streams

Sungjin Lee

LDTM: A Latent Document Type Model for Cumulative Citation Recommendation

Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si

Inferring Binary Relation Schemas for Open Information Extraction

Kangqi Luo, Xusheng Luo, Kenny Zhu

Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings

Nanyun Peng, Mark Dredze

A Baseline Temporal Tagger for all Languages

Jannik Strötgen, Michael Gertz

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling

Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao

An Entity-centric Approach for Overcoming Knowledge Graph Sparsity

Manjunath Hegde, Partha P. Talukdar

Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists

Lidong Bing, Sneha Chaudhari, Richard Wang, William Cohen

“A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce”: Learning State Changing Verbs from Wikipedia Revision History

Derry Tanti Wijaya, Ndapandula Nakashole, Tom Mitchell

Named entity recognition with document-specific KB tag gazetteers

Will Radford, Xavier Carreras, James Henderson

Extraction and generalisation of variables from scientific publications

Erwin Marsi, Pinar Öztürk

Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics

David S. Batista, Bruno Martins, Mário J. Silva

Automatic Extraction of Time Expressions Accross Domains in French Narratives

Mike Donald Tapi Nzali, Xavier Tannier, Aurélie Névéol

Joint Embedding of Query and Ad by Leveraging Implicit Feedback

Sungjin Lee, Yifan Hu

Learning a Deep Hybrid Model for Semi-Supervised Text Classification

Alexander Ororbia II, C. Lee Giles, David Reitter

Human Evaluation of Grammatical Error Correction Systems

Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian

Spelling Correction of User Search Queries through Statistical Machine Translation

Saša Hasan, Carmen Heger, Saab Mansour

Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection

Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni

Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression

Peter Phandi, Kian Ming A. Chai, Hwee Tou Ng

More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets

Axel Schulz, Christian Guckelsberger, Benedikt Schmidt

A Graph-based Readability Assessment Method using Word Coupling

Zhiwei Jiang, Gang Sun, Qing Gu, Tao Bai, Daoxu Chen

Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags

Yeyun Gong, Qi Zhang, Xuanjing Huang

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure

Arman Cohan, Nazli Goharian

A Neural Attention Model for Abstractive Sentence Summarization

Alexander M. Rush, Sumit Chopra, Jason Weston

An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering

Jiangming Liu, Yue Zhang

Sentence Compression by Deletion with LSTMs

Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, LUKASZ KAISER, Oriol Vinyals

Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs

Miguel Ballesteros, Chris Dyer, Noah A. Smith

A Neural Network Model for Low-Resource Universal Dependency Parsing

Long Duong, Trevor Cohn, Steven Bird, Paul Cook

Density-Driven Cross-Lingual Transfer of Dependency Parsers

Mohammad Sadegh Rasooli, Michael Collins

Traversing Knowledge Graphs in Vector Space

Kelvin Guu, John Miller, Percy Liang

Efficient Methods for Incorporating Knowledge into Topic Models

Yi Yang, Doug Downey, Jordan Boyd-Graber

Evaluation methods for unsupervised word embeddings

Tobias Schnabel, Igor Labutov, David Mimno, Thorsten Joachims

Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.

Emily Jamison, Iryna Gurevych

Composing Relationships with Translations

Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier

Learning Better Embeddings for Rare Words Using Distributional Representations

Irina Sergienya, Hinrich Schütze

An Empirical Analysis of Optimization for Max-Margin NLP

Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein

Aligning Knowledge and Text Embeddings by Entity Descriptions

Huaping Zhong, Jianwen Zhang, Zhen Wang, Hai Wan, Zheng Chen

Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors

Weiwei Yang, Jordan Boyd-Graber, Philip Resnik

Pre-Computable Multi-Layer Neural Network Language Models

Jacob Devlin, Chris Quirk, Arul Menezes

Modeling Tweet Arrival Times using Log-Gaussian Cox Processes

MICHAL LUKASIK, P. K. Srijith, Trevor Cohn, Kalina Bontcheva

A Model of Zero-Shot Learning of Spoken Language Understanding

Majid Yazdani, James Henderson

Online Representation Learning in Recurrent Neural Language Models

Marek Rei

Non-lexical neural architecture for fine-grained POS Tagging

Matthieu Labeau, Kevin Löser, Alexandre Allauzen

Factorization of Latent Variables in Distributional Semantic Models

Arvid Österlund, David Ödling, Magnus Sahlgren

On A Strictly Convex IBM Model 1

Andrei Simion, Michael Collins, Cliff Stein

Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions

Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandrea, Francesc Moreno-Noguer

A Survey of Current Datasets for Vision and Language Research

Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang, Lucy Vanderwende, Jacob Devlin