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ORCIDEMNLP 2015: Lisbon, Portugal
- Lluís Màrquez, Chris Callison-Burch, Jian Su, Daniele Pighin, Yuval Marton:
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015. The Association for Computational Linguistics 2015, ISBN 978-1-941643-32-7 - Karthik Narasimhan, Tejas D. Kulkarni, Regina Barzilay:
Language Understanding for Text-based Games using Deep Reinforcement Learning. 1-11 - Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó
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Distributional vectors encode referential attributes. 12-21 - Aurélie Herbelot, Eva Maria Vecchi:
Building a shared world: mapping distributional to model-theoretic semantic spaces. 22-32 - Liangyou Li, Andy Way, Qun Liu:
Dependency Graph-to-String Translation. 33-43 - Milos Stanojevic, Khalil Sima'an:
Reordering Grammar Induction. 44-54 - He He, Alvin Grissom II, John Morgan, Jordan L. Boyd-Graber, Hal Daumé III:
Syntax-based Rewriting for Simultaneous Machine Translation. 55-64 - Nathanael Chambers, Victor Bowen, Ethan Genco, Xisen Tian, Eric Young, Ganesh Harihara, Eugene Yang:
Identifying Political Sentiment between Nation States with Social Media. 65-75 - David Bamman, Noah A. Smith:
Open Extraction of Fine-Grained Political Statements. 76-85 - Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, Padmini Srinivasan:
Using Personal Traits For Brand Preference Prediction. 86-96 - Anh Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu, Robert Jäschke:
Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information. 97-106 - Kai Hong, Mitchell Marcus, Ani Nenkova:
System Combination for Multi-document Summarization. 107-117 - Jin-ge Yao, Xiaojun Wan, Jianguo Xiao:
Phrase-based Compressive Cross-Language Summarization. 118-127 - Yvette Graham:
Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE. 128-137 - Priya Sidhaye, Jackie Chi Kit Cheung:
Indicative Tweet Generation: An Extractive Summarization Problem? 138-147 - Douwe Kiela, Ivan Vulic, Stephen Clark:
Visual Bilingual Lexicon Induction with Transferred ConvNet Features. 148-158 - Sarthak Jain, Shashank Batra:
Cross Lingual Sentiment Analysis using Modified BRAE. 159-168 - Jayanth Jayanth, Jayaprakash Sundararaj, Pushpak Bhattacharyya:
Monotone Submodularity in Opinion Summaries. 169-178 - Lingjia Deng, Janyce Wiebe:
Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models. 179-189 - Ashequl Qadir, Ellen Riloff, Marilyn A. Walker:
Learning to Recognize Affective Polarity in Similes. 190-200 - Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang:
Cross-document Event Coreference Resolution based on Cross-media Features. 201-206 - Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell:
A Survey of Current Datasets for Vision and Language Research. 207-213 - Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer, Robert J. Gaizauskas:
Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions. 214-220 - Andrei Simion, Michael Collins, Cliff Stein:
On A Strictly Convex IBM Model 1. 221-226 - Arvid Österlund, David Ödling, Magnus Sahlgren:
Factorization of Latent Variables in Distributional Semantic Models. 227-231 - Matthieu Labeau, Kevin Löser, Alexandre Allauzen:
Non-lexical neural architecture for fine-grained POS Tagging. 232-237 - Marek Rei:
Online Representation Learning in Recurrent Neural Language Models. 238-243 - Majid Yazdani, James Henderson:
A Model of Zero-Shot Learning of Spoken Language Understanding. 244-249 - Michal Lukasik, P. K. Srijith, Trevor Cohn, Kalina Bontcheva:
Modeling Tweet Arrival Times using Log-Gaussian Cox Processes. 250-255 - Jacob Devlin, Chris Quirk, Arul Menezes:
Pre-Computable Multi-Layer Neural Network Language Models. 256-260 - Weiwei Yang, Jordan L. Boyd-Graber, Philip Resnik:
Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors. 261-266 - Huaping Zhong, Jianwen Zhang, Zhen Wang, Hai Wan, Zheng Chen:
Aligning Knowledge and Text Embeddings by Entity Descriptions. 267-272 - Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein:
An Empirical Analysis of Optimization for Max-Margin NLP. 273-279 - Irina Sergienya, Hinrich Schütze:
Learning Better Embeddings for Rare Words Using Distributional Representations. 280-285 - Alberto García-Durán, Antoine Bordes, Nicolas Usunier:
Composing Relationships with Translations. 286-290 - Emily Jamison, Iryna Gurevych:
Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks. 291-297 - Tobias Schnabel, Igor Labutov, David M. Mimno, Thorsten Joachims:
Evaluation methods for unsupervised word embeddings. 298-307 - Yi Yang, Doug Downey, Jordan L. Boyd-Graber:
Efficient Methods for Incorporating Knowledge into Topic Models. 308-317 - Kelvin Guu, John Miller, Percy Liang:
Traversing Knowledge Graphs in Vector Space. 318-327 - Mohammad Sadegh Rasooli, Michael Collins:
Density-Driven Cross-Lingual Transfer of Dependency Parsers. 328-338 - Long Duong, Trevor Cohn, Steven Bird, Paul Cook:
A Neural Network Model for Low-Resource Universal Dependency Parsing. 339-348 - Miguel Ballesteros, Chris Dyer, Noah A. Smith:
Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs. 349-359 - Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals:
Sentence Compression by Deletion with LSTMs. 360-368 - Jiangming Liu, Yue Zhang:
An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering. 369-378 - Alexander M. Rush, Sumit Chopra, Jason Weston:
A Neural Attention Model for Abstractive Sentence Summarization. 379-389 - Arman Cohan, Nazli Goharian:
Scientific Article Summarization Using Citation-Context and Article's Discourse Structure. 390-400 - Yeyun Gong, Qi Zhang, Xuanjing Huang:
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags. 401-410 - Zhiwei Jiang, Gang Sun, Qing Gu, Tao Bai, Daoxu Chen:
A Graph-based Readability Assessment Method using Word Coupling. 411-420 - Axel Schulz, Christian Guckelsberger, Benedikt Schmidt:
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets. 421-430 - Peter Phandi, Kian Ming Adam Chai, Hwee Tou Ng:
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression. 431-439 - 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. 440-450 - Sasa Hasan, Carmen Heger, Saab Mansour:
Spelling Correction of User Search Queries through Statistical Machine Translation. 451-460 - Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian:
Human Evaluation of Grammatical Error Correction Systems. 461-470 - Alexander G. Ororbia II, C. Lee Giles, David Reitter:
Learning a Deep Hybrid Model for Semi-Supervised Text Classification. 471-481 - Sungjin Lee, Yifan Hu:
Joint Embedding of Query and Ad by Leveraging Implicit Feedback. 482-491 - Mike Donald Tapi-Nzali, Xavier Tannier, Aurélie Névéol:
Automatic Extraction of Time Expressions Accross Domains in French Narratives. 492-498 - David S. Batista, Bruno Martins, Mário J. Silva:
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics. 499-504 - Erwin Marsi, Pinar Öztürk:
Extraction and generalisation of variables from scientific publications. 505-511 - Will Radford, Xavier Carreras, James Henderson:
Named entity recognition with document-specific KB tag gazetteers. 512-517 - Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. 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. 518-523 - Lidong Bing, Sneha Chaudhari, Richard C. Wang, William W. Cohen:
Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists. 524-529 - Manjunath Hegde, Partha P. Talukdar:
An Entity-centric Approach for Overcoming Knowledge Graph Sparsity. 530-535 - Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao:
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. 536-540 - Jannik Strötgen, Michael Gertz:
A Baseline Temporal Tagger for all Languages. 541-547 - Nanyun Peng, Mark Dredze:
Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings. 548-554 - Kangqi Luo, Xusheng Luo, Kenny Qili Zhu:
Inferring Binary Relation Schemas for Open Information Extraction. 555-560 - Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si, Chin-Yew Lin:
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation. 561-566 - Sungjin Lee:
Online Sentence Novelty Scoring for Topical Document Streams. 567-572 - Shafiq R. 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. 573-578 - Jiaping Zheng, Hong Yu:
Key Concept Identification for Medical Information Retrieval. 579-584 - Ruka Funaki, Hideki Nakayama:
Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval. 585-590 - Clemens Nopp, Allan Hanbury:
Detecting Risks in the Banking System by Sentiment Analysis. 591-600 - Henning Wachsmuth, Johannes Kiesel, Benno Stein:
Sentiment Flow - A General Model of Web Review Argumentation. 601-611 - Meishan Zhang, Yue Zhang, Duy-Tin Vo:
Neural Networks for Open Domain Targeted Sentiment. 612-621 - Yuki Nakayama, Atsushi Fujii:
Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining. 622-631 - Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning:
A large annotated corpus for learning natural language inference. 632-642 - Luheng He, Mike Lewis, Luke Zettlemoyer:
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language. 643-653 - Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji, Jie Tang:
Name List Only? Target Entity Disambiguation in Short Texts. 654-664 - Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji:
Biography-Dependent Collaborative Entity Archiving for Slot Filling. 665-675 - Tianyi Luo, Dong Wang, Rong Liu, Yiqiao Pan:
Stochastic Top-k ListNet. 676-684 - Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark, Oren Etzioni:
Exploring Markov Logic Networks for Question Answering. 685-694 - Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji:
Language and Domain Independent Entity Linking with Quantified Collective Validation. 695-704 - Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu:
Modeling Relation Paths for Representation Learning of Knowledge Bases. 705-714 - Yadollah Yaghoobzadeh, Hinrich Schütze:
Corpus-level Fine-grained Entity Typing Using Contextual Information. 715-725 - Claudio Delli Bovi, Luis Espinosa Anke, Roberto Navigli:
Knowledge Base Unification via Sense Embeddings and Disambiguation. 726-736 - Hao Cheng, Hao Fang, Mari Ostendorf:
Open-Domain Name Error Detection using a Multi-Task RNN. 737-746 - Isabelle Augenstein, Andreas Vlachos, Diana Maynard:
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning. 747-757 - Jennifer D'Souza, Vincent Ng:
Sieve-Based Spatial Relation Extraction with Expanding Parse Trees. 758-768 - 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. 769-774 - Jonghoon Kim, François Rousseau, Michalis Vazirgiannis:
Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization. 775-780 - Jermsak Jermsurawong, Nizar Habash:
Predicting the Structure of Cooking Recipes. 781-786 - Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao, Xuzhong Wang:
TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering. 787-792 - Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang:
Sentence Modeling with Gated Recursive Neural Network. 793-798 - Fumiyo Fukumoto, Yoshimi Suzuki:
Learning Timeline Difference for Text Categorization. 799-804 - Sun Kim, Lana Yeganova, W. John Wilbur:
Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis. 805-810 - Alessio Palmero Aprosio, Sara Tonelli:
Recognizing Biographical Sections in Wikipedia. 811-816 - Lipu Zhou, Shuaixiang Dai, Liwei Chen:
Learn to Solve Algebra Word Problems Using Quadratic Programming. 817-822 - Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran:
An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text. 823-828 - Yanran Li, Wenjie Li, Fei Sun, Sujian Li:
Component-Enhanced Chinese Character Embeddings. 829-834 - Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao, Lei Sha:
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. 835-839 - Arun S. Maiya:
A Framework for Comparing Groups of Documents. 840-845 - Sourav Dutta, Gerhard Weikum:
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. 846-856 - Wei Lu, Dan Roth:
Joint Mention Extraction and Classification with Mention Hypergraphs. 857-867 - Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla, Gerhard Weikum:
FINET: Context-Aware Fine-Grained Named Entity Typing. 868-878 - Gang Luo, Xiaojiang Huang, Chin-Yew Lin, Zaiqing Nie:
Joint Entity Recognition and Disambiguation. 879-888 - Barret Zoph, Marjan Ghazvininejad, Kevin Knight:
How Much Information Does a Human Translator Add to the Original? 889-898 - Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou, Sheng Li:
Hierarchical Recurrent Neural Network for Document Modeling. 899-907 - Kenton Murray, David Chiang:
Auto-Sizing Neural Networks: With Applications to n-gram Language Models. 908-916 - Nanyun Peng, Ryan Cotterell, Jason Eisner:
Dual Decomposition Inference for Graphical Models over Strings. 917-927 - Stergos D. Afantenos, Eric Kow, Nicholas Asher, Jérémy Perret:
Discourse parsing for multi-party chat dialogues. 928-937 - Andreas Peldszus, Manfred Stede:
Joint prediction in MST-style discourse parsing for argumentation mining. 938-948 - Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment. 949-959 - Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev, Dipanjan Das:
Semantic Role Labeling with Neural Network Factors. 960-970 - Adam Grycner, Gerhard Weikum, Jay Pujara, James R. Foulds, Lise Getoor:
RELLY: Inferring Hypernym Relationships Between Relational Phrases. 971-981 - Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer, Yejin Choi:
Mise en Place: Unsupervised Interpretation of Instructional Recipes. 982-992 - Omid Bakhshandeh, James Allen:
Semantic Framework for Comparison Structures in Natural Language. 993-1002 - Debanjan Ghosh, Weiwei Guo, Smaranda Muresan:
Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words. 1003-1012 - Anh Tuan Luu, Jung-jae Kim, See-Kiong Ng:
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction. 1013-1022 - Arindam Mitra, Chitta Baral:
Learning to Automatically Solve Logic Grid Puzzles. 1023-1033 - Chenchen Ding, Masao Utiyama, Eiichiro Sumita:
Improving fast_align by Reordering. 1034-1039 - Benjamin Marie, Aurélien Max:
Touch-Based Pre-Post-Editing of Machine Translation Output. 1040-1045 - Quoc-Khanh Do, Alexandre Allauzen, François Yvon:
A Discriminative Training Procedure for Continuous Translation Models. 1046-1052 - Wei-Yun Ma, Kathleen R. McKeown:
System Combination for Machine Translation through Paraphrasing. 1053-1058 - Joern Wuebker, Spence Green, John DeNero:
Hierarchical Incremental Adaptation for Statistical Machine Translation. 1059-1065 - Rohit Gupta, Constantin Orasan, Josef van Genabith:
ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks. 1066-1072 - Kashif Shah, Raymond W. M. Ng, Fethi Bougares, Lucia Specia:
Investigating Continuous Space Language Models for Machine Translation Quality Estimation. 1073-1078 - Tomer Levinboim, David Chiang:
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages. 1079-1083 - Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu:
Translation Invariant Word Embeddings. 1084-1088 - Andrew M. Finch, Xiaolin Wang, Masao Utiyama, Eiichiro Sumita:
Hierarchical Phrase-based Stream Decoding. 1089-1094 - Fabienne Braune, Nina Seemann, Alexander M. Fraser:
Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation. 1095-1101 - Shachar Mirkin, Scott Nowson, Caroline Brun, Julien Perez:
Motivating Personality-aware Machine Translation. 1102-1108 - Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum:
Trans-gram, Fast Cross-lingual Word-embeddings. 1109-1113 - Lifeng Jin, Marie-Catherine de Marneffe:
The Overall Markedness of Discourse Relations. 1114-1119 - Verónica Pérez-Rosas, Rada Mihalcea:
Experiments in Open Domain Deception Detection. 1120-1125 - Tal Linzen, Timothy O'Donnell:
A model of rapid phonotactic generalization. 1126-1131 - Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui:
Automatically Solving Number Word Problems by Semantic Parsing and Reasoning. 1132-1142 - Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May:
Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation. 1143-1154 - Phong Le, Willem H. Zuidema:
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization. 1155-1164 - Jacob Andreas, Dan Klein:
Alignment-Based Compositional Semantics for Instruction Followin