ACL 2017

357 papers

Active Sentiment Domain Adaptation

Fangzhao Wu, Yongfeng Huang, Jun Yan

Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation

Lotem Peled, Roi Reichart

Linguistically Regularized LSTM for Sentiment Classification

Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu

Linguistic analysis of differences in portrayal of movie characters

Anil Ramakrishna, Victor R. Martinez, Nikolaos Malandrakis, Karan Singla, Shrikanth Narayanan

Enhanced LSTM for Natural Language Inference

Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang

Multimodal Word Distributions

Ben Athiwaratkun, Andrew Wilson

Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication

Lanbo She, Joyce Chai

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding

Yixin Cao, Lifu Huang, Heng Ji, Xu Chen, Juanzi Li

Learning Semantic Correspondences in Technical Documentation

Kyle Richardson, Jonas Kuhn

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Mandar Joshi, Eunsol Choi, Daniel Weld, Luke Zettlemoyer

Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis

Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto

Watset: Automatic Induction of Synsets from a Graph of Synonyms

Dmitry Ustalov, Alexander Panchenko, Chris Biemann

A Corpus of Annotated Revisions for Studying Argumentative Writing

Fan Zhang, Homa B. Hashemi, Rebecca Hwa, Diane Litman

MalwareTextDB: A Database for Annotated Malware Articles

Swee Kiat Lim, Aldrian Obaja Muis, Wei Lu, Chen Hui Ong

Combating Human Trafficking with Multimodal Deep Models

Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency

Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search

Chris Hokamp, Qun Liu

Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation

Jinchao Zhang, Mingxuan Wang, Qun Liu, Jie Zhou

Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization

Jiacheng Zhang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun

Bandit Structured Prediction for Neural Sequence-to-Sequence Learning

Julia Kreutzer, Artem Sokolov, Stefan Riezler

Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling

Kazuya Kawakami, Chris Dyer, Phil Blunsom

Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks

Abhisek Chakrabarty, Onkar Arun Pandit, Utpal Garain

Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection

Jian Ni, Georgiana Dinu, Radu Florian

Unsupervised Text Segmentation Based on Native Language Characteristics

Shervin Malmasi, Mark Dras, Mark Johnson, Lan Du, Magdalena Wolska

Prerequisite Relation Learning for Concepts in MOOCs

Liangming Pan, Chengjiang Li, Juanzi Li, Jie Tang

Leveraging Knowledge Bases in LSTMs for Improving Machine Reading

Bishan Yang, Tom Mitchell

Understanding and Predicting Empathic Behavior in Counseling Therapy

Veronica Perez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, Lawrence An

Cross-lingual Distillation for Text Classification

Ruochen Xu, Yiming Yang

A Constituent-Centric Neural Architecture for Reading Comprehension

Pengtao Xie, Eric Xing

Transductive Non-linear Learning for Chinese Hypernym Prediction

Chengyu Wang, Junchi Yan, Aoying Zhou, Xiaofeng He

Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains

Liangguo Wang, Jing Jiang, Hai Leong Chieu, Chen Hui Ong, Dandan Song

Learning to Generate Market Comments from Stock Prices

Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi Goshima, Toshihiko Yanase

Flexible and Creative Chinese Poetry Generation Using Neural Memory

Jiyuan Zhang, Yang Feng, Dong Wang, Yang Wang, Andrew Abel

Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback

Avinesh P.V.S, Christian M. Meyer

Learning to Ask: Neural Question Generation for Reading Comprehension

Xinya Du, Junru Shao, Claire Cardie

Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG)

Tomer Cagan, Stefan L. Frank, Reut Tsarfaty

A Neural Local Coherence Model

Dat Tien Nguyen, Shafiq Joty

Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems

Satoshi Akasaki, Nobuhiro Kaji

Adversarial Adaptation of Synthetic or Stale Data

Young-Bum Kim, Karl Stratos, Dongchan Kim

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts

Leandro Santos, Edilson Anselmo Corrêa Júnior, Osvaldo Oliveira Jr, Diego Amancio, Letícia Mansur

Multi-Task Video Captioning with Video and Entailment Generation

Ramakanth Pasunuru, Mohit Bansal

Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction

Yasuhide Miura, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma

Vancouver Welcomes You! Minimalist Location Metonymy Resolution

Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier

A Local Detection Approach for Named Entity Recognition and Mention Detection

MingBin Xu, Hui Jiang, Sedtawut Watcharawittayakul

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

Suncong Zheng, Feng Wang, Hongyun Bao, Yuexing Hao, Peng Zhou

Robust Incremental Neural Semantic Graph Parsing

Jan Buys, Phil Blunsom

Neural Joint Model for Transition-based Chinese Syntactic Analysis

Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi

Adversarial Multi-Criteria Learning for Chinese Word Segmentation

Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang

Probabilistic Typology: Deep Generative Models of Vowel Inventories

Ryan Cotterell, Jason Eisner

Abstractive Document Summarization with a Graph-Based Attentional Neural Model

Jiwei Tan, Xiaojun Wan, Jianguo Xiao

Detecting annotation noise in automatically labelled data

Ines Rehbein, Josef Ruppenhofer

Visualizing and Understanding Neural Machine Translation

Yanzhuo Ding, Yang Liu, Huanbo Luan, Maosong Sun

Abstract Syntax Networks for Code Generation and Semantic Parsing

Maxim Rabinovich, Mitchell Stern, Dan Klein

A Transition-Based Directed Acyclic Graph Parser for UCCA

Daniel Hershcovich, Omri Abend, Ari Rappoport

Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses

Ryan Lowe, Michael Noseworthy, Iulian Vlad Serban, Nicolas Angelard-Gontier, Yoshua Bengio

PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents

Corina Florescu, Cornelia Caragea

Selective Encoding for Abstractive Sentence Summarization

Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou

Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization

Maxime Peyrard, Judith Eckle-Kohler

Get To The Point: Summarization with Pointer-Generator Networks

Abigail See, Peter J. Liu, Christopher D. Manning

Diversity driven attention model for query-based abstractive summarization

Preksha Nema, Mitesh M. Khapra, Anirban Laha, Balaraman Ravindran

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

Kelvin Guu, Panupong Pasupat, Evan Liu, Percy Liang

Semi-Supervised QA with Generative Domain-Adaptive Nets

Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William Cohen

Bayesian Modeling of Lexical Resources for Low-Resource Settings

Nicholas Andrews, Mark Dredze, Benjamin Van Durme, Jason Eisner

Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures

Iryna Haponchyk, Alessandro Moschitti

Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification

LIANHUI Qin, Zhisong Zhang, Hai Zhao, Zhiting Hu, Eric Xing

Neural Discourse Structure for Text Categorization

Yangfeng Ji, Noah A. Smith

Argument Mining with Structured SVMs and RNNs

Vlad Niculae, Joonsuk Park, Claire Cardie

Joint Modeling of Content and Discourse Relations in Dialogues

Kechen Qin, Lu Wang, Joseph Kim

Learning a Neural Semantic Parser from User Feedback

Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, Luke Zettlemoyer

An Interpretable Knowledge Transfer Model for Knowledge Base Completion

Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard Hovy

Semantic Word Clusters Using Signed Spectral Clustering

João Sedoc, Jean Gallier, Dean Foster, Lyle Ungar

Naturalizing a Programming Language via Interactive Learning

Sida I. Wang, Samuel Ginn, Percy Liang, Christopher D. Manning

Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees

Arzoo Katiyar, Claire Cardie

Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task

Omid Bakhshandeh, James Allen

Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling

Jeffrey Lund, Connor Cook, Kevin Seppi, Jordan Boyd-Graber

A Multidimensional Lexicon for Interpersonal Stancetaking

Umashanthi Pavalanathan, Jim Fitzpatrick, Scott Kiesling, Jacob Eisenstein

Context-Dependent Sentiment Analysis in User-Generated Videos

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh

What do Neural Machine Translation Models Learn about Morphology?

Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass

Neural Machine Translation via Binary Code Prediction

Yusuke Oda, Philip Arthur, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura

Neural Word Segmentation with Rich Pretraining

jie Yang, Yue Zhang, Fei Dong

Semantic Dependency Parsing via Book Embedding

Weiwei Sun, Junjie Cao, Xiaojun Wan

A Minimal Span-Based Neural Constituency Parser

Mitchell Stern, Jacob Andreas, Dan Klein

Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability

Saku Sugawara, Yusuke Kido, Hikaru Yokono, Akiko Aizawa

Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction

Christopher Bryant, Mariano Felice, Ted Briscoe

Polish evaluation dataset for compositional distributional semantics models

Alina Wróblewska, Katarzyna Krasnowska-Kieraś

Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts

Chenhao Tan, Dallas Card, Noah A. Smith

TextFlow: A Text Similarity Measure based on Continuous Sequences

Yassine Mrabet, Halil Kilicoglu, Dina Demner-Fushman

A Nested Attention Neural Hybrid Model for Grammatical Error Correction

Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong

Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter

Kristen Johnson, Di Jin, Dan Goldwasser

Beyond Binary Labels: Political Ideology Prediction of Twitter Users

Daniel Preoţiuc-Pietro, Ye Liu, Daniel Hopkins, Lyle Ungar

EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks

Muhammad Abdul-Mageed, Lyle Ungar

Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning

Jing Ma, Wei Gao, Kam-Fai Wong

Sequence-to-Dependency Neural Machine Translation

Shuangzhi Wu, Dongdong Zhang, Nan Yang, Mu Li, Ming Zhou

Modeling Source Syntax for Neural Machine Translation

Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, Min Zhang

Generating Contrastive Referring Expressions

Martín Villalba, Christoph Teichmann, Alexander Koller

Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

Jason D. Williams, Kavosh Asadi, Geoffrey Zweig

Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders

Tiancheng Zhao, Ran Zhao, Maxine Eskenazi

Domain Attention with an Ensemble of Experts

Young-Bum Kim, Karl Stratos, Dongchan Kim

Affect-LM: A Neural Language Model for Customizable Affective Text Generation

Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer

Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance

Yang Xu, David Reitter

Representations of language in a model of visually grounded speech signal

Grzegorz Chrupała, Lieke Gelderloos, Afra Alishahi