ACL 2018

673 papers

Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification

Raksha Sharma, Pushpak Bhattacharyya, Sandipan Dandapat, Himanshu Sharad Bhatt

Target-Sensitive Memory Networks for Aspect Sentiment Classification

Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang

Transformation Networks for Target-Oriented Sentiment Classification

Xin Li, Lidong Bing, Wai Lam, Bei Shi

What Action Causes This? Towards Naive Physical Action-Effect Prediction

Qiaozi Gao, Shaohua Yang, Joyce Chai, Lucy Vanderwende

Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search

Jamie Kiros, William Chan, Geoffrey Hinton

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis

Guy Rotman, Ivan Vulić, Roi Reichart

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

Xin Wang, Wenhu Chen, Yuan-Fang Wang, William Yang Wang

Hierarchical Neural Story Generation

Angela Fan, Mike Lewis, Yann Dauphin

Generating Fine-Grained Open Vocabulary Entity Type Descriptions

Rajarshi Bhowmik, Gerard de Melo

Style Transfer Through Back-Translation

Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, Alan W Black

Semantically Equivalent Adversarial Rules for Debugging NLP models

Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin

Simple and Effective Multi-Paragraph Reading Comprehension

Christopher Clark, Matt Gardner

Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds

Igor Labutov, Bishan Yang, Anusha Prakash, Amos Azaria

Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge

Todor Mihaylov, Anette Frank

Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable

Viktor Hangya, Fabienne Braune, Alexander Fraser, Hinrich Schütze

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling

Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji

A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

Mikel Artetxe, Gorka Labaka, Eneko Agirre

On the Limitations of Unsupervised Bilingual Dictionary Induction

Anders Søgaard, Sebastian Ruder, Ivan Vulić

Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing

Bo Chen, Le Sun, Xianpei Han

StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing

Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig

Confidence Modeling for Neural Semantic Parsing

Li Dong, Chris Quirk, Mirella Lapata

Coarse-to-Fine Decoding for Neural Semantic Parsing

Li Dong, Mirella Lapata

Classification of Moral Foundations in Microblog Political Discourse

Kristen Johnson, Dan Goldwasser

Mining Cross-Cultural Differences and Similarities in Social Media

Bill Yuchen Lin, Frank F. Xu, Kenny Zhu, Seung-won Hwang

Modeling and Prediction of Online Product Review Helpfulness: A Survey

Gerardo Ocampo Diaz, Vincent Ng

Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation

Han Guo, Ramakanth Pasunuru, Mohit Bansal

Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

Yen-Chun Chen, Mohit Bansal

Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization

Guokan Shang, Wensi Ding, Zekun Zhang, Antoine Tixier, Polykarpos Meladianos

Neural Document Summarization by Jointly Learning to Score and Select Sentences

Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou

The price of debiasing automatic metrics in natural language evalaution

Arun Chaganty, Stephen Mussmann, Percy Liang

Inherent Biases in Reference-based Evaluation for Grammatical Error Correction

Leshem Choshen, Omri Abend

Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays

Winston Carlile, Nishant Gurrapadi, Zixuan Ke, Vincent Ng

TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation

Alexander Fabbri, Irene Li, Prawat Trairatvorakul, Yijiao He, Weitai Ting

Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power

Yang Xu, Jeremy Cole, David Reitter

Constraining MGbank: Agreement, L-Selection and Supertagging in Minimalist Grammars

John Torr

Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis

Tomohide Shibata, Sadao Kurohashi

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution

Qingyu Yin, Yu Zhang, Wei-Nan Zhang, Ting Liu, William Yang Wang

Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach

Shafiq Joty, Muhammad Tasnim Mohiuddin, Dat Tien Nguyen

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis

Laurent Vanni, Melanie Ducoffe, Carlos Aguilar, Frederic Precioso, Damon Mayaffre

Temporal Event Knowledge Acquisition via Identifying Narratives

Wenlin Yao, Ruihong Huang

Context-Aware Neural Model for Temporal Information Extraction

Yuanliang Meng, Anna Rumshisky

Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection

Yu Hong, Wenxuan Zhou, Jingli Zhang, Guodong Zhou, Qiaoming Zhu

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism

Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu, Jun Zhao

DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction

Pengda Qin, Weiran Xu, William Yang Wang

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures

Prafulla Kumar Choubey, Ruihong Huang

Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis

Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Hannah Rashkin, Maarten Sap, Emily Allaway, Noah A. Smith, Yejin Choi

ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations

John Wieting, Kevin Gimpel

Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms

Dinghan Shen, Guoyin Wang, Wenlin Wang, Martin Renqiang Min, Qinliang Su

Discourse Representation Structure Parsing

Jiangming Liu, Shay B. Cohen, Mirella Lapata

Using Intermediate Representations to Solve Math Word Problems

Danqing Huang, Jin-ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin

Accurate SHRG-Based Semantic Parsing

Yufei Chen, Weiwei Sun, Xiaojun Wan

AMR Parsing as Graph Prediction with Latent Alignment

Chunchuan Lyu, Ivan Titov

Character-Level Models versus Morphology in Semantic Role Labeling

Gözde Gül Şahin, Mark Steedman

Multitask Parsing Across Semantic Representations

Daniel Hershcovich, Omri Abend, Ari Rappoport

Semantic Parsing with Syntax- and Table-Aware SQL Generation

Yibo Sun, Duyu Tang, Nan Duan, Jianshu Ji, Guihong Cao

Improving Text-to-SQL Evaluation Methodology

Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam

Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement

Nina Poerner, Hinrich Schütze, Benjamin Roth

Universal Language Model Fine-tuning for Text Classification

Jeremy Howard, Sebastian Ruder

Sentence-State LSTM for Text Representation

Yue Zhang, Qi Liu, Linfeng Song

Zero-shot Learning of Classifiers from Natural Language Quantification

Shashank Srivastava, Igor Labutov, Tom Mitchell

Bridging CNNs, RNNs, and Weighted Finite-State Machines

Roy Schwartz, Sam Thomson, Noah A. Smith

Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context

Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky

Graph-to-Sequence Learning using Gated Graph Neural Networks

Daniel Beck, Gholamreza Haffari, Trevor Cohn

Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures

Luke Vilnis, Xiang Li, Shikhar Murty, Andrew McCallum

LinkNBed: Multi-Graph Representation Learning with Entity Linkage

Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma

Retrieval of the Best Counterargument without Prior Topic Knowledge

Henning Wachsmuth, Shahbaz Syed, Benno Stein

A Stylometric Inquiry into Hyperpartisan and Fake News

Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, Benno Stein

Neural Argument Generation Augmented with Externally Retrieved Evidence

Xinyu Hua, Lu Wang

Efficient Online Scalar Annotation with Bounded Support

Keisuke Sakaguchi, Benjamin Van Durme

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature

Benjamin Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain Marshall

Comprehensive Supersense Disambiguation of English Prepositions and Possessives

Nathan Schneider, Jena D. Hwang, Vivek Srikumar, Jakob Prange, Austin Blodgett

Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words

Saif Mohammad

Simple and Effective Text Simplification Using Semantic and Neural Methods

Elior Sulem, Omri Abend, Ari Rappoport

Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization

Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks

Aishwarya Jadhav, Vaibhav Rajan

A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss

Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, Kerui Min, Jing Tang

Towards Understanding the Geometry of Knowledge Graph Embeddings

Chandrahas, Aditya Sharma, Partha Talukdar

Improving Knowledge Graph Embedding Using Simple Constraints

Boyang Ding, Quan Wang, Bin Wang, Li Guo

Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking

Shikhar Murty, Patrick Verga, Luke Vilnis, Irena Radovanovic, Andrew McCallum

Ultra-Fine Entity Typing

Eunsol Choi, Omer Levy, Yejin Choi, Luke Zettlemoyer

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey

Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates

Taku Kudo

Triangular Architecture for Rare Language Translation

Shuo Ren, Wenhu Chen, Shujie LIU, Mu Li, Ming Zhou

Unsupervised Neural Machine Translation with Weight Sharing

Zhen Yang, Wei Chen, Feng Wang, Bo Xu

Explicit Retrofitting of Distributional Word Vectors

Goran Glavaš, Ivan Vulić

Unsupervised Learning of Distributional Relation Vectors

Shoaib Jameel, Zied Bouraoui, Steven Schockaert

A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors

Mikhail Khodak, Nikunj Saunshi, Yingyu Liang, Tengyu Ma, Brandon Stewart

Probabilistic FastText for Multi-Sense Word Embeddings

Ben Athiwaratkun, Andrew Wilson, Anima Anandkumar

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Iryna Gurevych, Yusuke Miyao

The DipInfo-UniTo system for SRST 2018

Valerio Basile, Alessandro Mazzei

NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models

Marco Antonio Sobrevilla Cabezudo, Thiago Pardo

AX Semantics’ Submission to the Surface Realization Shared Task 2018

Andreas Madsack, Johanna Heininger, Nyamsuren Davaasambuu, Vitaliia Voronik, Michael Käufl

Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models

Henry Elder, Chris Hokamp

The OSU Realizer for SRST ‘18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization

David King, Michael White

Surface Realization Shared Task 2018 (SR18): The Tilburg University Approach

Thiago Castro Ferreira, Sander Wubben, Emiel Krahmer

IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation

Shreyansh Singh, Ayush Sharma, Avi Chawla, A.K. Singh

BinLin: A Simple Method of Dependency Tree Linearization

Yevgeniy Puzikov, Iryna Gurevych

The First Multilingual Surface Realisation Shared Task (SR’18): Overview and Evaluation Results

Simon Mille, Anja Belz, Bernd Bohnet, Yvette Graham, Emily Pitler

Proceedings of the First Workshop on Multilingual Surface Realisation

Simon Mille, Anja Belz, Bernd Bohnet, Emily Pitler, Leo Wanner