ACL 2017

357 papers

Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations

Gabriel Doyle, Amir Goldberg, Sameer Srivastava, Michael Frank

Attention-over-Attention Neural Networks for Reading Comprehension

Yiming Cui, Zhipeng Chen, Si Wei, Shijin Wang, Ting Liu

Deep Keyphrase Generation

Rui Meng, Sanqiang Zhao, Shuguang Han, Daqing He, Peter Brusilovsky

Improved Neural Relation Detection for Knowledge Base Question Answering

Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero dos Santos, Bing Xiang

Deep Pyramid Convolutional Neural Networks for Text Categorization

Rie Johnson, Tong Zhang

MORSE: Semantic-ally Drive-n MORpheme SEgment-er

Tarek Sakakini, Suma Bhat, Pramod Viswanath

Predicting Native Language from Gaze

Yevgeni Berzak, Chie Nakamura, Suzanne Flynn, Boris Katz

Found in Translation: Reconstructing Phylogenetic Language Trees from Translations

Ella Rabinovich, Noam Ordan, Shuly Wintner

Joint CTC/attention decoding for end-to-end speech recognition

Takaaki Hori, Shinji Watanabe, John Hershey

Learning Word-Like Units from Joint Audio-Visual Analysis

David Harwath, James Glass

Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots

Yu Wu, Wei Wu, Chen Xing, Ming Zhou, Zhoujun Li

Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen

Deep Semantic Role Labeling: What Works and What’s Next

Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer

Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks

William Foland, James H. Martin

Learning bilingual word embeddings with (almost) no bilingual data

Mikel Artetxe, Gorka Labaka, Eneko Agirre

A Syntactic Neural Model for General-Purpose Code Generation

Pengcheng Yin, Graham Neubig

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix

Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang

Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules

Xiaoshi Zhong, Aixin Sun, Erik Cambria

Automatically Labeled Data Generation for Large Scale Event Extraction

Yubo Chen, Shulin Liu, Xiang Zhang, Kang Liu, Jun Zhao

Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization

Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki, Kentaro Inui

An Unsupervised Neural Attention Model for Aspect Extraction

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network

Abhijit Mishra, Kuntal Dey, Pushpak Bhattacharyya

Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors

Xuepeng Wang, Kang Liu, Jun Zhao

Topically Driven Neural Language Model

Jey Han Lau, Timothy Baldwin, Trevor Cohn

Deep Learning in Semantic Kernel Spaces

Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili

Learning attention for historical text normalization by learning to pronounce

Marcel Bollmann, Joachim Bingel, Anders Søgaard

Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling

Zhe Gan, Chunyuan Li, Changyou Chen, Yunchen Pu, Qinliang Su

Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

Chunting Zhou, Graham Neubig

Aggregating and Predicting Sequence Labels from Crowd Annotations

An Thanh Nguyen, Byron Wallace, Junyi Jessy Li, Ani Nenkova, Matthew Lease

A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing

Daniel Fernández-González, Carlos Gómez-Rodríguez

A* CCG Parsing with a Supertag and Dependency Factored Model

Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto

Verb Physics: Relative Physical Knowledge of Actions and Objects

Maxwell Forbes, Yejin Choi

FOIL it! Find One mismatch between Image and Language caption

Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurélie Herbelot, Moin Nabi

Obtaining referential word meanings from visual and distributional information: Experiments on object naming

Sina Zarrieß, David Schlangen

Translating Neuralese

Jacob Andreas, Anca Dragan, Dan Klein

An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge

Yanchao Hao, Yuanzhe Zhang, Kang Liu, Shizhu He, Zhanyi Liu

Coarse-to-Fine Question Answering for Long Documents

Eunsol Choi, Daniel Hewlett, Jakob Uszkoreit, Illia Polosukhin, Alexandre Lacoste

Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning

Shizhu He, Cao Liu, Kang Liu, Jun Zhao

Gated Self-Matching Networks for Reading Comprehension and Question Answering

Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou

Creating Training Corpora for NLG Micro-Planners

Claire Gardent, Anastasia Shimorina, Shashi Narayan, Laura Perez-Beltrachini

Automatically Generating Rhythmic Verse with Neural Networks

Jack Hopkins, Douwe Kiela

Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems

Wang Ling, Dani Yogatama, Chris Dyer, Phil Blunsom

Neural AMR: Sequence-to-Sequence Models for Parsing and Generation

Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi, Luke Zettlemoyer

Deep Neural Machine Translation with Linear Associative Unit

Mingxuan Wang, Zhengdong Lu, Jie Zhou, Qun Liu

A Convolutional Encoder Model for Neural Machine Translation

Jonas Gehring, Michael Auli, David Grangier, Yann Dauphin

Discourse Mode Identification in Essays

Wei Song, Dong Wang, Ruiji Fu, Lizhen Liu, Ting Liu

Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution

Ting Liu, Yiming Cui, Qingyu Yin, Wei-Nan Zhang, Shijin Wang

Joint Learning for Event Coreference Resolution

Jing LU, Vincent Ng

The State of the Art in Semantic Representation

Omri Abend, Ari Rappoport

Skip-Gram − Zipf + Uniform = Vector Additivity

Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules

Ivan Vulić, Nikola Mrkšić, Roi Reichart, Diarmuid Ó Séaghdha, Steve Young

Learning Structured Natural Language Representations for Semantic Parsing

Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata

Neural Relation Extraction with Multi-lingual Attention

Yankai Lin, Zhiyuan Liu, Maosong Sun

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

Chen Liang, Jonathan Berant, Quoc Le, Kenneth D. Forbus, Ni Lao

Neural End-to-End Learning for Computational Argumentation Mining

Steffen Eger, Johannes Daxenberger, Iryna Gurevych

Adversarial Multi-task Learning for Text Classification

Pengfei Liu, Xipeng Qiu, Xuanjing Huang

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Regina Barzilay, Min-Yen Kan