ACL 2015

363 papers

Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction

Thien Huu Nguyen, Barbara Plank, Ralph Grishman

Classifying Relations by Ranking with Convolutional Neural Networks

Cícero dos Santos, Bing Xiang, Bowen Zhou

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines

Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo

Building a Scientific Concept Hierarchy Database (SCHBase)

Eytan Adar, Srayan Datta

Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities

Dirk Weissenborn, Leonhard Hennig, Feiyu Xu, Hans Uszkoreit

Context-aware Entity Morph Decoding

Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles

Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang

Learning to Explain Entity Relationships in Knowledge Graphs

Nikos Voskarides, Edgar Meij, Manos Tsagkias, Maarten de Rijke, Wouter Weerkamp

Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures

Ramakrishna Bairi, Rishabh Iyer, Ganesh Ramakrishnan, Jeff Bilmes

Modeling Argument Strength in Student Essays

Isaac Persing, Vincent Ng

A Strategic Reasoning Model for Generating Alternative Answers

Jon Stevens, Anton Benz, Sebastian Reuße, Ralf Klabunde

Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment

Muyu Zhang, Bing Qin, Mao Zheng, Graeme Hirst, Ting Liu

Entity Retrieval via Entity Factoid Hierarchy

Chunliang Lu, Wai Lam, Yi Liao

S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking

Yi Yang, Ming-Wei Chang

Efficient Disfluency Detection with Transition-based Parsing

Shuangzhi Wu, Dongdong Zhang, Ming Zhou, Tiejun Zhao

Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding

Yun-Nung Chen, William Yang Wang, Anatole Gershman, Alexander Rudnicky

New Transfer Learning Techniques for Disparate Label Sets

Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong

Event-Driven Headline Generation

Rui Sun, Yue Zhang, Meishan Zhang, Donghong Ji

Training a Natural Language Generator From Unaligned Data

Ondřej Dušek, Filip Jurčíček

Content Models for Survey Generation: A Factoid-Based Evaluation

Rahul Jha, Catherine Finegan-Dollak, Ben King, Reed Coke, Dragomir Radev

Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification

HuiWei Zhou, Long Chen, Fulin Shi, Degen Huang

Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis

Qiang Chen, Wenjie Li, Yu Lei, Xule Liu, Yanxiang He

Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies

Mariana S. C. Almeida, Cláudia Pinto, Helena Figueira, Pedro Mendes, André F. T. Martins

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling

Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan

It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool

Jinho D. Choi, Joel Tetreault, Amanda Stent

A Convolution Kernel Approach to Identifying Comparisons in Text

Maksim Tkachenko, Hady Lauw

A Knowledge-Intensive Model for Prepositional Phrase Attachment

Ndapandula Nakashole, Tom M. Mitchell

Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach

William Yang Wang, William W. Cohen

Leveraging Linguistic Structure For Open Domain Information Extraction

Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning

Transition-Based Dependency Parsing with Stack Long Short-Term Memory

Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, Noah A. Smith

Structured Training for Neural Network Transition-Based Parsing

David Weiss, Chris Alberti, Michael Collins, Slav Petrov

An Effective Neural Network Model for Graph-based Dependency Parsing

Wenzhe Pei, Tao Ge, Baobao Chang

Neural CRF Parsing

Greg Durrett, Dan Klein

Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution

Casey Kennington, David Schlangen

A Generalisation of Lexical Functions for Composition in Distributional Semantics

Antoine Bride, Tim Van de Cruys, Nicholas Asher

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning

Angeliki Lazaridou, Georgiana Dinu, Marco Baroni

Question Answering over Freebase with Multi-Column Convolutional Neural Networks

Li Dong, Furu Wei, Ming Zhou, Ke Xu

Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering

Guangyou Zhou, Tingting He, Jun Zhao, Po Hu

Learning Answer-Entailing Structures for Machine Comprehension

Mrinmaya Sachan, Kumar Dubey, Eric Xing, Matthew Richardson

A Context-Aware Topic Model for Statistical Machine Translation

Jinsong Su, Deyi Xiong, Yang Liu, Xianpei Han, Hongyu Lin

Online Multitask Learning for Machine Translation Quality Estimation

José G. C. de Souza, Matteo Negri, Elisa Ricci, Marco Turchi

Efficient Top-Down BTG Parsing for Machine Translation Preordering

Tetsuji Nakagawa

Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents

Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura

Generative Event Schema Induction with Entity Disambiguation

Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret, Romaric Besançon

Stacked Ensembles of Information Extractors for Knowledge-Base Population

Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon Bentor, Raymond Mooney

Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks

Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, Jun Zhao

Compositional Vector Space Models for Knowledge Base Completion

Arvind Neelakantan, Benjamin Roth, Andrew McCallum

Learning Dynamic Feature Selection for Fast Sequential Prediction

Emma Strubell, Luke Vilnis, Kate Silverstein, Andrew McCallum

Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations

Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification

Audi Primadhanty, Xavier Carreras, Ariadna Quattoni

Joint Models of Disagreement and Stance in Online Debate

Dhanya Sridhar, James Foulds, Bert Huang, Lise Getoor, Marilyn Walker

Revisiting Word Embedding for Contrasting Meaning

Zhigang Chen, Wei LIN, Qian Chen, Xiaoping Chen, Si Wei

SensEmbed: Learning Sense Embeddings for Word and Relational Similarity

Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli

Semantically Smooth Knowledge Graph Embedding

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

Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums

Arti Ramesh, Shachi H. Kumar, James Foulds, Lise Getoor

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity

Wenpeng Yin, Hinrich Schütze

Text to 3D Scene Generation with Rich Lexical Grounding

Angel Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning

Describing Images using Inferred Visual Dependency Representations

Desmond Elliott, Arjen de Vries

Statistical Machine Translation Features with Multitask Tensor Networks

Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, Thomas Lamar, Rabih Zbib

Encoding Source Language with Convolutional Neural Network for Machine Translation

Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li, Wenbin Jiang

Addressing the Rare Word Problem in Neural Machine Translation

Thang Luong, Ilya Sutskever, Quoc Le, Oriol Vinyals, Wojciech Zaremba

On Using Very Large Target Vocabulary for Neural Machine Translation

Sébastien Jean, Kyunghyun Cho, Roland Memisevic, Yoshua Bengio

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Chengqing Zong, Michael Strube