EMNLP 2016

271 papers

Event-Driven Emotion Cause Extraction with Corpus Construction

Lin Gui, Dongyin Wu, Ruifeng Xu, Qin Lu, Yu Zhou

Context-Sensitive Lexicon Features for Neural Sentiment Analysis

Zhiyang Teng, Duy-Tin Vo, Yue Zhang

A Theme-Rewriting Approach for Generating Algebra Word Problems

Rik Koncel-Kedziorski, Ioannis Konstas, Luke Zettlemoyer, Hannaneh Hajishirzi

Learning to Generate Textual Data

Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel

Character-Level Question Answering with Attention

Xiaodong He, David Golub

It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering

Preslav Nakov, Lluis Marquez, Francisco Guzmán

MixKMeans: Clustering Question-Answer Archives

Deepak P

Transfer Learning for Low-Resource Neural Machine Translation

Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight

Incorporating Discrete Translation Lexicons into Neural Machine Translation

Philip Arthur, Graham Neubig, Satoshi Nakamura

Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction

Marcin Junczys-Dowmunt, Roman Grundkiewicz

Exploiting Source-side Monolingual Data in Neural Machine Translation

Jiajun Zhang, Chengqing Zong

Does String-Based Neural MT Learn Source Syntax?

Xing Shi, Inkit Padhi, Kevin Knight

Length bias in Encoder Decoder Models and a Case for Global Conditioning

Pavel Sountsov, Sunita Sarawagi

Charagram: Embedding Words and Sentences via Character n-grams

John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu

Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes

Gordon Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal

Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration

Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He

Long-Short Range Context Neural Networks for Language Modeling

Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow

Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings

Akash Bharadwaj, David Mortensen, Chris Dyer, Jaime Carbonell

Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities

Yi Yang, Ming-Wei Chang, Jacob Eisenstein

Cross Sentence Inference for Process Knowledge

Samuel Louvan, Chetan Naik, Sadhana Kumaravel, Heeyoung Kwon, Niranjan Balasubramanian

Personalized Emphasis Framing for Persuasive Message Generation

Tao Ding, Shimei Pan

The Teams Corpus and Entrainment in Multi-Party Spoken Dialogues

Diane Litman, Susannah Paletz, Zahra Rahimi, Stefani Allegretti, Caitlin Rice

Analyzing Framing through the Casts of Characters in the News

Dallas Card, Justin Gross, Amber Boydstun, Noah A. Smith

Key-Value Memory Networks for Directly Reading Documents

Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes

Lifted Rule Injection for Relation Embeddings

Thomas Demeester, Tim Rocktäschel, Sebastian Riedel

Mining Inference Formulas by Goal-Directed Random Walks

Zhuoyu Wei, Jun Zhao, Kang Liu

AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding

Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji

Improving Users’ Demographic Prediction via the Videos They Talk about

Yuan Wang, Yang Xiao, Chao Ma, Zhen Xiao

All Fingers are not Equal: Intensity of References in Scientific Articles

Tanmoy Chakraborty, Ramasuri Narayanam

Poet Admits // Mute Cypher: Beam Search to find Mutually Enciphering Poetic Texts

Cole Peterson, Alona Fyshe

Controlling Output Length in Neural Encoder-Decoders

Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura

Sequence-Level Knowledge Distillation

Yoon Kim, Alexander M. Rush

Online Segment to Segment Neural Transduction

Lei Yu, Jan Buys, Phil Blunsom

Sequence-to-Sequence Learning as Beam-Search Optimization

Sam Wiseman, Alexander M. Rush

Learning Crosslingual Word Embeddings without Bilingual Corpora

Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn

Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping

Jian Ni, Radu Florian

HUME: Human UCCA-Based Evaluation of Machine Translation

Alexandra Birch, Omri Abend, Ondřej Bojar, Barry Haddow

An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages

Antonios Anastasopoulos, David Chiang, Long Duong

Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network

Ryu Iida, Kentaro Torisawa, Jong-Hoon Oh, Canasai Kruengkrai, Julien Kloetzer

Antecedent Selection for Sluicing: Structure and Content

Pranav Anand, Daniel Hardt

Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention

Yang Liu, Sujian Li

What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation

Ivan Habernal, Iryna Gurevych

Neural Text Generation from Structured Data with Application to the Biography Domain

Rémi Lebret, David Grangier, Michael Auli

Deep Reinforcement Learning for Dialogue Generation

Jiwei Li, Will Monroe, Alan Ritter, Dan Jurafsky, Michel Galley

Generating Topical Poetry

Marjan Ghazvininejad, Xing Shi, Yejin Choi, Kevin Knight

Reasoning about Pragmatics with Neural Listeners and Speakers

Jacob Andreas, Dan Klein

Generalizing and Hybridizing Count-based and Neural Language Models

Graham Neubig, Chris Dyer

Convolutional Neural Network Language Models

Ngoc-Quan Pham, Germán Kruszewski, Gemma Boleda

Detecting and Characterizing Events

Allison Chaney, Hanna Wallach, Matthew Connelly, David Blei

Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter?

Koustav Rudra, Shruti Rijhwani, Rafiya Begum, Kalika Bali, Monojit Choudhury

Demographic Dialectal Variation in Social Media: A Case Study of African-American English

Su Lin Blodgett, Lisa Green, Brendan O’Connor

Understanding Negation in Positive Terms Using Syntactic Dependencies

Zahra Sarabi, Eduardo Blanco

Automatic Extraction of Implicit Interpretations from Modal Constructions

Jordan Sanders, Eduardo Blanco

Equation Parsing : Mapping Sentences to Grounded Equations

Subhro Roy, Shyam Upadhyay, Dan Roth

Semantic Parsing with Semi-Supervised Sequential Autoencoders

Tomas Kocisky, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling

Automatic Features for Essay Scoring – An Empirical Study

Fei Dong, Yue Zhang

SimpleScience: Lexical Simplification of Scientific Terminology

Yea-Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar

Robust Gram Embeddings

Taygun Kekeç, David M. J. Tax

Neural Headline Generation on Abstract Meaning Representation

Sho Takase, Jun Suzuki, Naoaki Okazaki, Tsutomu Hirao, Masaaki Nagata

A Neural Network Architecture for Multilingual Punctuation Generation

Miguel Ballesteros, Leo Wanner

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems

Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu, Yan Wan, Ricky Ho Yin Chan

Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts

Masashi Yoshikawa, Hiroyuki Shindo, Yuji Matsumoto

Characterizing the Language of Online Communities and its Relation to Community Reception

Trang Tran, Mari Ostendorf

Fluency detection on communication networks

Tom Lippincott, Benjamin Van Durme

The Gun Violence Database: A new task and data set for NLP

Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch

Weakly Supervised Tweet Stance Classification by Relational Bootstrapping

Javid Ebrahimi, Dejing Dou, Daniel Lowd

Are Word Embedding-based Features Useful for Sarcasm Detection?

Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya, Mark Carman

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis

Sebastian Ruder, Parsa Ghaffari, John G. Breslin

Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages

Alan Akbik, Vishwajeet Kumar, Yunyao Li

Numerically Grounded Language Models for Semantic Error Correction

Georgios Spithourakis, Isabelle Augenstein, Sebastian Riedel

Multi-Granularity Chinese Word Embedding

Rongchao Yin, Quan Wang, Peng Li, Rui Li, Bin Wang

The Effects of Data Size and Frequency Range on Distributional Semantic Models

Magnus Sahlgren, Alessandro Lenci

Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network

Peng Shi, Zhiyang Teng, Yue Zhang

Neural Morphological Analysis: Encoding-Decoding Canonical Segments

Katharina Kann, Ryan Cotterell, Hinrich Schütze

Coverage Embedding Models for Neural Machine Translation

Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah

A General Regularization Framework for Domain Adaptation

Wei Lu, Hai Leong Chieu, Jonathan Löfgren

Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling

Ehsan Shareghi, Trevor Cohn, Gholamreza Haffari

Recurrent Residual Learning for Sequence Classification

Yiren Wang, Fei Tian

Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions?

Abhishek Das, Harsh Agrawal, Larry Zitnick, Devi Parikh, Dhruv Batra

Sort Story: Sorting Jumbled Images and Captions into Stories

Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal

Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions

Arijit Ray, Gordon Christie, Mohit Bansal, Dhruv Batra, Devi Parikh

Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition

Tanmoy Mukherjee, Timothy Hospedales

Extracting Subevents via an Effective Two-phase Approach

Allison Badgett, Ruihong Huang

Named Entity Recognition for Novel Types by Transfer Learning

Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin

Porting an Open Information Extraction System from English to German

Tobias Falke, Gabriel Stanovsky, Iryna Gurevych, Ido Dagan

Modeling Skip-Grams for Event Detection with Convolutional Neural Networks

Thien Huu Nguyen, Ralph Grishman

Stance Detection with Bidirectional Conditional Encoding

Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva

Learning to Represent Review with Tensor Decomposition for Spam Detection

Xuepeng Wang, Kang Liu, Shizhu He, Jun Zhao

Structured prediction models for RNN based sequence labeling in clinical text

Abhyuday Jagannatha, Hong Yu

Solving and Generating Chinese Character Riddles

Chuanqi Tan, Furu Wei, Li Dong, Weifeng Lv, Ming Zhou

Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter

Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang

Analyzing Linguistic Knowledge in Sequential Model of Sentence

Peng Qian, Xipeng Qiu, Xuanjing Huang

Speculation and Negation Scope Detection via Convolutional Neural Networks

Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou, Zhunchen Luo

Transferring User Interests Across Websites with Unstructured Text for Cold-Start Recommendation

Yu-Yang Huang, Shou-De Lin

Rationale-Augmented Convolutional Neural Networks for Text Classification

Ye Zhang, Iain Marshall, Byron C. Wallace

News Stream Summarization using Burst Information Networks

Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou

Generating Coherent Summaries of Scientific Articles Using Coherence Patterns

Daraksha Parveen, Mohsen Mesgar, Michael Strube

Unsupervised Neural Dependency Parsing

Yong Jiang, Wenjuan Han, Kewei Tu

Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning

Zhenghua Li, Jiayuan Chao, Min Zhang, Jiwen Yang

LAMB: A Good Shepherd of Morphologically Rich Languages

Sebastian Ebert, Thomas Müller, Hinrich Schütze