EMNLP 2016

271 papers

Neural Network for Heterogeneous Annotations

Hongshen Chen, Yue Zhang, Qun Liu

Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary

Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang

Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing

Ilan Tchernowitz, Liron Yedidsion, Roi Reichart

Enhanced Personalized Search using Social Data

Dong Zhou, Seamus Lawless, Xuan Wu, Wenyu Zhao, Jianxun Liu

Identifying Dogmatism in Social Media: Signals and Models

Ethan Fast, Eric Horvitz

AMR Parsing with an Incremental Joint Model

Junsheng Zhou, Feiyu Xu, Hans Uszkoreit, Weiguang Qu, Ran Li

Exploring Semantic Representation in Brain Activity Using Word Embeddings

Yu-Ping Ruan, Zhen-Hua Ling, YU HU

WordRank: Learning Word Embeddings via Robust Ranking

Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan

Building an Evaluation Scale using Item Response Theory

John P. Lalor, Hao Wu, Hong Yu

Emotion Distribution Learning from Texts

Deyu Zhou, Xuan Zhang, Yin Zhou, Quan Zhao, Xin Geng

Extracting Aspect Specific Opinion Expressions

Abhishek Laddha, Arjun Mukherjee

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis

Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao

Attention-based LSTM for Aspect-level Sentiment Classification

Yequan Wang, Minlie Huang, Xiaoyan Zhu, Li Zhao

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora

William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky

A Semiparametric Model for Bayesian Reader Identification

Ahmed Abdelwahab, Reinhold Kliegl, Niels Landwehr

Learning to Translate for Multilingual Question Answering

Ferhan Ture, Elizabeth Boschee

On Generating Characteristic-rich Question Sets for QA Evaluation

Yu Su, Huan Sun, Brian Sadler, Mudhakar Srivatsa, Izzeddin Gur

Long Short-Term Memory-Networks for Machine Reading

Jianpeng Cheng, Li Dong, Mirella Lapata

Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding

Huazheng Wang, Fei Tian, Bin Gao, Chengjieren Zhu, Jiang Bian

Towards a Convex HMM Surrogate for Word Alignment

Andrei Simion, Michael Collins, Cliff Stein

Variational Neural Machine Translation

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang

IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations

Naoki Otani, Toshiaki Nakazawa, Daisuke Kawahara, Sadao Kurohashi

Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation

Wenbin Jiang, Wen Zhang, Jinan Xu, Rangjia Cai

Morphological Priors for Probabilistic Neural Word Embeddings

Parminder Bhatia, Robert Guthrie, Jacob Eisenstein

How Transferable are Neural Networks in NLP Applications?

Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu

The Structured Weighted Violations Perceptron Algorithm

Rotem Dror, Roi Reichart

Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding

Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell

Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics

Douwe Kiela, Anita Lilla Verő, Stephen Clark

Latent Tree Language Model

Tomáš Brychcín

Supervised Distributional Hypernym Discovery via Domain Adaptation

Luis Espinosa-Anke, Jose Camacho-Collados, Claudio Delli Bovi, Horacio Saggion

Relation Schema Induction using Tensor Factorization with Side Information

Madhav Nimishakavi, Uday Singh Saini, Partha Talukdar

Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network

Anh Tuan Luu, Yi Tay, Siu Cheung Hui, See Kiong Ng

Event Detection and Co-reference with Minimal Supervision

Haoruo Peng, Yangqiu Song, Dan Roth

Variational Neural Discourse Relation Recognizer

Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji

Multi-view Response Selection for Human-Computer Conversation

Xiangyang Zhou, Daxiang Dong, Hua Wu, Shiqi Zhao, Dianhai Yu

Discourse Parsing with Attention-based Hierarchical Neural Networks

Qi Li, Tianshi Li, Baobao Chang

PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification

Dominique Brunato, Andrea Cimino, Felice Dell’Orletta, Giulia Venturi

A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs

Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi

Globally Coherent Text Generation with Neural Checklist Models

Chloé Kiddon, Luke Zettlemoyer, Yejin Choi

Language as a Latent Variable: Discrete Generative Models for Sentence Compression

Yishu Miao, Phil Blunsom

TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter

Jeniya Tabassum, Alan Ritter, Wei Xu

Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems

Shyam Upadhyay, Ming-Wei Chang, Kai-Wei Chang, Wen-tau Yih

Semi-Supervised Learning of Sequence Models with Method of Moments

Zita Marinho, André F. T. Martins, Shay B. Cohen, Noah A. Smith

Memory-enhanced Decoder for Neural Machine Translation

Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

Zero-Resource Translation with Multi-Lingual Neural Machine Translation

Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman Vural, Kyunghyun Cho

Neural versus Phrase-Based Machine Translation Quality: a Case Study

Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, Marcello Federico

Attention-based LSTM Network for Cross-Lingual Sentiment Classification

Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification

Jianfei Yu, Jing Jiang

Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets

Lei Shu, Bing Liu, Hu Xu, Annice Kim

Aspect Level Sentiment Classification with Deep Memory Network

Duyu Tang, Bing Qin, Ting Liu

Learning Connective-based Word Representations for Implicit Discourse Relation Identification

Chloé Braud, Pascal Denis

Jointly Embedding Knowledge Graphs and Logical Rules

Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo

Context-Dependent Sense Embedding

Lin Qiu, Kewei Tu, Yong Yu

Event participant modelling with neural networks

Ottokar Tilk, Vera Demberg, Asad Sayeed, Dietrich Klakow, Stefan Thater

Semantic Parsing to Probabilistic Programs for Situated Question Answering

Jayant Krishnamurthy, Oyvind Tafjord, Aniruddha Kembhavi

Improving Semantic Parsing via Answer Type Inference

Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan

Creating Causal Embeddings for Question Answering with Minimal Supervision

Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, Michael Hammond

Natural Language Comprehension with the EpiReader

Adam Trischler, Zheng Ye, Xingdi Yuan, Philip Bachman, Alessandro Sordoni

Deep Multi-Task Learning with Shared Memory for Text Classification

Pengfei Liu, Xipeng Qiu, Xuanjing Huang

Rationalizing Neural Predictions

Tao Lei, Regina Barzilay, Tommi Jaakkola

Comparing Computational Cognitive Models of Generalization in a Language Acquisition Task

Libby Barak, Adele E. Goldberg, Suzanne Stevenson

Modeling Human Reading with Neural Attention

Michael Hahn, Frank Keller

Learning to Recognize Discontiguous Entities

Aldrian Obaja Muis, Wei Lu

A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification

Yunlun Yang, Yunhai Tong, Shulei Ma, Zhi-Hong Deng

Nested Propositions in Open Information Extraction

Nikita Bhutani, H. V. Jagadish, Dragomir Radev

Distinguishing Past, On-going, and Future Events: The EventStatus Corpus

Ruihong Huang, Ignacio Cases, Dan Jurafsky, Cleo Condoravdi, Ellen Riloff

Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction

Hiroshi Noji, Yusuke Miyao, Mark Johnson

A Neural Network for Coordination Boundary Prediction

Jessica Ficler, Yoav Goldberg

Rule Extraction for Tree-to-Tree Transducers by Cost Minimization

Pascual Martínez-Gómez, Yusuke Miyao

Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles

James Cross, Liang Huang

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Jian Su, Kevin Duh, Xavier Carreras