EMNLP 2015

321 papers

Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions

Florian Boudin, Hugo Mougard, Benoit Favre

Abstractive Multi-document Summarization with Semantic Information Extraction

Wei Li

A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation

Gaurav Kumar, Graeme Blackwood, Jan Trmal, Daniel Povey, Sanjeev Khudanpur

Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks

Ryo Masumura, Taichi Asami, Takanobu Oba, Hirokazu Masataki, Sumitaka Sakauchi

Turn-taking phenomena in incremental dialogue systems

Hatim Khouzaimi, Romain Laroche, Fabrice Lefèvre

Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks

Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang

Diversity in Spectral Learning for Natural Language Parsing

Shashi Narayan, Shay B. Cohen

Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing

yuan zhang, Regina Barzilay

Multilingual discriminative lexicalized phrase structure parsing

Benoit Crabbé

A Transition-based Model for Joint Segmentation, POS-tagging and Normalization

Tao Qian, Yue Zhang, Meishan Zhang, Yafeng Ren, Donghong Ji

Generalized Agreement for Bidirectional Word Alignment

Chunyang Liu, Yang Liu, Maosong Sun, Huanbo Luan, Heng Yu

Leave-one-out Word Alignment without Garbage Collector Effects

Xiaolin Wang, Masao Utiyama, Andrew Finch, Taro Watanabe, Eiichiro Sumita

Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources

Lucie Flekova, Iryna Gurevych

A Computational Cognitive Model of Novel Word Generalization

Aida Nematzadeh, Erin Grant, Suzanne Stevenson

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths

Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng

Improved Relation Extraction with Feature-Rich Compositional Embedding Models

Matthew R. Gormley, Mo Yu, Mark Dredze

CORE: Context-Aware Open Relation Extraction with Factorization Machines

Fabio Petroni, Luciano Del Corro, Rainer Gemulla

Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks

Daojian Zeng, Kang Liu, Yubo Chen, Jun Zhao

Solving General Arithmetic Word Problems

Subhro Roy, Dan Roth

Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions

Majid Yazdani, Meghdad Farahmand, James Henderson

Do Multi-Sense Embeddings Improve Natural Language Understanding?

Jiwei Li, Dan Jurafsky

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

Tsung-Hsien Wen, Milica Gasic, Nikola Mrkšić, Pei-Hao Su, David Vandyke

Broad-coverage CCG Semantic Parsing with AMR

Yoav Artzi, Kenton Lee, Luke Zettlemoyer

A Strong Lexical Matching Method for the Machine Comprehension Test

Ellery Smith, Nicola Greco, Matko Bošnjak, Andreas Vlachos

Online Learning of Interpretable Word Embeddings

Hongyin Luo, Zhiyuan Liu, Huanbo Luan, Maosong Sun

Script Induction as Language Modeling

Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, Benjamin Van Durme

Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages

Nut Limsopatham, Nigel Collier

Measuring Prerequisite Relations Among Concepts

Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles

Learning to Identify the Best Contexts for Knowledge-based WSD

Evgenia Wasserman Pritsker, William Cohen, Einat Minkov

Context-Dependent Knowledge Graph Embedding

Yuanfei Luo, Quan Wang, Bin Wang, Li Guo

Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity

Julien Kloetzer, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh

Event Detection and Factuality Assessment with Non-Expert Supervision

Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer

Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds

Corina Dima

Unsupervised Negation Focus Identification with Word-Topic Graph Model

Bowei Zou, Guodong Zhou, Qiaoming Zhu

Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks

Zhen Wang, Tingsong Jiang, Baobao Chang, Zhifang Sui

Recognizing Textual Entailment Using Probabilistic Inference

Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Tingsong Jiang

Reading Documents for Bayesian Online Change Point Detection

Taehoon Kim, Jaesik Choi

A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution

Shaohua Li, Jun Zhu, Chunyan Miao

Posterior calibration and exploratory analysis for natural language processing models

Khanh Nguyen, Brendan O’Connor

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks

Hua He, Kevin Gimpel, Jimmy Lin

Molding CNNs for text: non-linear, non-consecutive convolutions

Tao Lei, Regina Barzilay, Tommi Jaakkola

Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections

Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans, Richard Jean So

Conversation Trees: A Grammar Model for Topic Structure in Forums

Annie Louis, Shay B. Cohen

Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning

Jianpeng Cheng, Dimitri Kartsaklis

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

Wang Ling, Chris Dyer, Alan W Black, Isabel Trancoso, Ramón Fermandez

A Utility Model of Authors in the Scientific Community

Yanchuan Sim, Bryan Routledge, Noah A. Smith

Representing Text for Joint Embedding of Text and Knowledge Bases

Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury

Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction

Matt Gardner, Tom Mitchell

Do You See What I Mean? Visual Resolution of Linguistic Ambiguities

Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman

Solving Geometry Problems: Combining Text and Diagram Interpretation

Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni, Clint Malcolm

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar

Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou

Joint A* CCG Parsing and Semantic Role Labelling

Mike Lewis, Luheng He, Luke Zettlemoyer

Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings

Pengfei Liu, Shafiq Joty, Helen Meng

Document Modeling with Gated Recurrent Neural Network for Sentiment Classification

Duyu Tang, Bing Qin, Ting Liu

Effective Approaches to Attention-based Neural Machine Translation

Thang Luong, Hieu Pham, Christopher D. Manning

A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences

Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker, Hermann Ney

Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation

Xing Wang, Deyi Xiong, Min Zhang

Improving Statistical Machine Translation with a Multilingual Paraphrase Database

Ramtin Mehdizadeh Seraj, Maryam Siahbani, Anoop Sarkar

An Improved Non-monotonic Transition System for Dependency Parsing

Matthew Honnibal, Mark Johnson

Not All Contexts Are Created Equal: Better Word Representations with Variable Attention

Wang Ling, Chu-Cheng Lin, Yulia Tsvetkov, Silvio Amir, Ramon Fernandez Astudillo

Syntactic Parse Fusion

Do Kook Choe, David McClosky, Eugene Charniak

Improved Transition-Based Parsing and Tagging with Neural Networks

Chris Alberti, David Weiss, Greg Coppola, Slav Petrov

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data

Eliyahu Kiperwasser, Yoav Goldberg

Foreebank: Syntactic Analysis of Customer Support Forums

Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn

Empty Category Detection using Path Features and Distributed Case Frames

Shunsuke Takeno, Masaaki Nagata, Kazuhide Yamamoto

Online Updating of Word Representations for Part-of-Speech Tagging

Wenpeng Yin, Tobias Schnabel, Hinrich Schütze

Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing

Xuezhe Ma, Eduard Hovy

Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing

Meishan Zhang, Yue Zhang

Improving Arabic Diacritization through Syntactic Analysis

Anas Shahrour, Salam Khalifa, Nizar Habash

An Improved Tag Dictionary for Faster Part-of-Speech Tagging

Robert Moore

Part-of-speech Taggers for Low-resource Languages using CCA Features

Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya

Search-Aware Tuning for Hierarchical Phrase-based Decoding

Feifei Zhai, Liang Huang, KAI ZHAO

Detecting Content-Heavy Sentences: A Cross-Language Case Study

Junyi Jessy Li, Ani Nenkova

How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models

Shafiq Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali

Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation

Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, Junfeng Yao

Graph-Based Collective Lexical Selection for Statistical Machine Translation

Jinsong Su, Deyi Xiong, Shujian Huang, Xianpei Han, Junfeng Yao

Consistency-Aware Search for Word Alignment

Shiqi Shen, Yang Liu, Maosong Sun, Huanbo Luan

Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model

Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita

Semi-supervised Chinese Word Segmentation based on Bilingual Information

Wei Chen, Bo Xu

Long Short-Term Memory Neural Networks for Chinese Word Segmentation

Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang

Keyboard Logs as Natural Annotations for Word Segmentation

Fumihiko Takahasi, Shinsuke Mori

Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P

Steffen Eger

Alignment-Based Compositional Semantics for Instruction Following

Jacob Andreas, Dan Klein

The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization

Phong Le, Willem Zuidema

Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation

Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May

Automatically Solving Number Word Problems by Semantic Parsing and Reasoning

Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui

A model of rapid phonotactic generalization

Tal Linzen, Timothy O’Donnell

Experiments in Open Domain Deception Detection

Veronica Perez-Rosas, Rada Mihalcea

The Overall Markedness of Discourse Relations

Lifeng Jin, Marie-Catherine de Marneffe

Trans-gram, Fast Cross-lingual Word-embeddings

Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum

Motivating Personality-aware Machine Translation

Shachar Mirkin, Scott Nowson, Caroline Brun, Julien Perez

Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation

Fabienne Braune, Nina Seemann, Alexander Fraser

Hierarchical Phrase-based Stream Decoding

Andrew Finch, Xiaolin Wang, Masao Utiyama, Eiichiro Sumita

Translation Invariant Word Embeddings

Kejun Huang, Matt Gardner, Evangelos Papalexakis, Christos Faloutsos, Nikos Sidiropoulos

Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages

Tomer Levinboim, David Chiang

Investigating Continuous Space Language Models for Machine Translation Quality Estimation

Kashif Shah, Raymond W. M. Ng, Fethi Bougares, Lucia Specia

ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks

Rohit Gupta, Constantin Orasan, Josef van Genabith

Hierarchical Incremental Adaptation for Statistical Machine Translation

Joern Wuebker, Spence Green, John DeNero

System Combination for Machine Translation through Paraphrasing

Wei-Yun Ma, Kathleen McKeown

A Discriminative Training Procedure for Continuous Translation Models

Quoc-Khanh Do, Alexandre Allauzen, François Yvon