AAAI 2020

1,794 papers

Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph

Kai Sun, Richong Zhang, Yongyi Mao, Samuel Mensah, Xudong Liu

Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets

Saku Sugawara, Pontus Stenetorp, Kentaro Inui, Akiko Aizawa

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation

Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku

Controlling the Amount of Verbatim Copying in Abstractive Summarization

Kaiqiang Song, Bingqing Wang, Zhe Feng, Ren Liu, Fei Liu

Joint Parsing and Generation for Abstractive Summarization

Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations

Kai Song, Kun Wang, Heng Yu, Yue Zhang, Zhongqiang Huang

Generating Persona Consistent Dialogues by Exploiting Natural Language Inference

Haoyu Song, Wei-Nan Zhang, Jingwen Hu, Ting Liu

Modelling Form-Meaning Systematicity with Linguistic and Visual Features

Arie Soeteman, Dario Gutierrez, Elia Bruni, Ekaterina Shutova

Low Resource Sequence Tagging with Weak Labels

Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari, Jason Riesa

Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior

Raphael Shu, Jason Lee, Hideki Nakayama, Kyunghyun Cho

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses

Xiaoming Shi, Haifeng Hu, Wanxiang Che, Zhongqian Sun, Ting Liu

IntroVNMT: An Introspective Model for Variational Neural Machine Translation

Xin Sheng, Linli Xu, Junliang Guo, Jingchang Liu, Ruoyu Zhao

On the Generation of Medical Question-Answer Pairs

Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao

Graph-Based Transformer with Cross-Candidate Verification for Semantic Parsing

Bo Shao, Yeyun Gong, Weizhen Qi, Guihong Cao, Jianshu Ji

Are Noisy Sentences Useless for Distant Supervised Relation Extraction?

Yuming Shang, He-Yan Huang, Xian-Ling Mao, Xin Sun, Wei Wei

Automatic Fact-Guided Sentence Modification

Darsh Shah, Tal Schuster, Regina Barzilay

Interpretable Rumor Detection in Microblogs by Attending to User Interactions

Ling Min Serena Khoo, Hai Leong Chieu, Zhong Qian, Jing Jiang

Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!

Claudia Schulz, Damir Juric

Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking

Timo Schick, Hinrich Schütze

SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation

Bianca Scarlini, Tommaso Pasini, Roberto Navigli

CASIE: Extracting Cybersecurity Event Information from Text

Taneeya Satyapanich, Francis Ferraro, Tim Finin

Hierarchical Reinforcement Learning for Open-Domain Dialog

Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun, Judy Shen, Rosalind Picard

WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks

Anna Rogers, Olga Kovaleva, Matthew Downey, Anna Rumshisky

Probing Natural Language Inference Models through Semantic Fragments

Kyle Richardson, Hai Hu, Lawrence Moss, Ashish Sabharwal

Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension

Qiyu Ren, Xiang Cheng, Sen Su

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation

Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke

Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan

Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues

Zahra Rahimi, Diane Litman

Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs

Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification

Libo Qin, Wanxiang Che, Yangming Li, Mingheng Ni, Ting Liu

Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation

Jinghui Qin, Zheng Ye, Jianheng Tang, Xiaodan Liang

Lexical Simplification with Pretrained Encoders

Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

Solving Sequential Text Classification as Board-Game Playing

Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin

Translation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference

Kunxun Qi, Jianfeng Du

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets

Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu

Verb Class Induction with Partial Supervision

Daniel Peterson, Susan Brown, Martha Palmer

MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert

Shuke Peng, Feng Ji, Zehao Lin, Shaobo Cui, Haiqing Chen

Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis

Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu

Associating Natural Language Comment and Source Code Entities

Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney, Junyi Jessy Li

Mask & Focus: Conversation Modelling by Learning Concepts

Gaurav Pandey, Dinesh Raghu, Sachindra Joshi

Fine-Grained Entity Typing for Domain Independent Entity Linking

Yasumasa Onoe, Greg Durrett

Controlling Neural Machine Translation Formality with Synthetic Supervision

Xing Niu, Marine Carpuat

AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses

Tong Niu, Mohit Bansal

Deep Residual-Dense Lattice Network for Speech Enhancement

Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal

Message Passing Attention Networks for Document Understanding

Giannis Nikolentzos, Antoine Tixier, Michalis Vazirgiannis

Merging Weak and Active Supervision for Semantic Parsing

Ansong Ni, Pengcheng Yin, Graham Neubig

Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction

Tapas Nayak, Hwee Tou Ng

Conclusion-Supplement Answer Generation for Non-Factoid Questions

Makoto Nakatsuji, Sohei Okui

TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain

Alena Moiseeva, Hinrich Schütze

Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models

Arindam Mitra, Ishan Shrivastava, Chitta Baral

RefNet: A Reference-Aware Network for Background Based Conversation

Chuan Meng, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma

Simplify-Then-Translate: Automatic Preprocessing for Black-Box Translation

Sneha Mehta, Bahareh Azarnoush, Boris Chen, Avneesh Saluja, Vinith Misra

Robust Named Entity Recognition with Truecasing Pretraining

Stephen Mayhew, Gupta Nitish, Dan Roth

CAWA: An Attention-Network for Credit Attribution

Saurav Manchanda, George Karypis

Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring

Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li

FPETS: Fully Parallel End-to-End Text-to-Speech System

Dabiao Ma, Zhiba Su, Wenxuan Wang, Yuhao Lu

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering

Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang, Nan Duan

Hierarchical Contextualized Representation for Named Entity Recognition

Ying Luo, Fengshun Xiao, Hai Zhao

Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems

Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung

CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation

Zhiyue Liu, Jiahai Wang, Zhiwei Liang

Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding

Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He

Tensor Graph Convolutional Networks for Text Classification

Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv

HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition

Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Xiang Zhao

A Robust Adversarial Training Approach to Machine Reading Comprehension

Kai Liu, Xin Liu, An Yang, Jing Liu, Jinsong Su

Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text

Hui LIU, Yongzheng Zhang, Yipeng Wang, Zheng Lin, Yige Chen

Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning

Dayiheng Liu, Jie Fu, Yidan Zhang, Chris Pal, Jiancheng Lv

Integrating Linguistic Knowledge to Sentence Paraphrase Generation

Zibo Lin, Ziran Li, Ning Ding, Hai-Tao Zheng, Ying Shen

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement

Ting-En Lin, Hua Xu, Hanlei Zhang

Hierarchical Attention Network with Pairwise Loss for Chinese Zero Pronoun Resolution

Peiqin Lin, Meng Yang

Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios

KyungTae Lim, Jay Yoon Lee, Jaime Carbonell, Thierry Poibeau

Embedding Compression with Isotropic Iterative Quantization

Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan

MOSS: End-to-End Dialog System Framework with Modular Supervision

Weixin Liang, Youzhi Tian, Chengcai Chen, Zhou Yu

Global Greedy Dependency Parsing

Zuchao Li, Hai Zhao, Kevin Parnow

Explicit Sentence Compression for Neural Machine Translation

Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita

Complementary Auxiliary Classifiers for Label-Conditional Text Generation

Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng

End-to-End Trainable Non-Collaborative Dialog System

Yu Li, Kun Qian, Weiyan Shi, Zhou Yu

Neural Machine Translation with Joint Representation

Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu

Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models

Yangming Li, Kaisheng Yao, Libo Qin, Shuang Peng, Yijia Liu

Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction

Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao

Towards Zero-Shot Learning for Automatic Phonemic Transcription

Xinjian Li, Siddharth Dalmia, David Mortensen, Juncheng Li, Alan Black

Relevance-Promoting Language Model for Short-Text Conversation

Xin Li, Piji Li, Wei Bi, Xiaojiang Liu, Wai Lam

MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation

Rumeng Li, Xun Wang, Hong Yu

Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER

Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma

RobuTrans: A Robust Transformer-Based Text-to-Speech Model

Naihan Li, Yanqing Liu, Yu Wu, Shujie LIU, Sheng Zhao

Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification

Liang Li, Weirui Ye, Mingsheng Long, Yateng Tang, Jin Xu

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce

Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li

Neuron Interaction Based Representation Composition for Neural Machine Translation

Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu

Keywords-Guided Abstractive Sentence Summarization

Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong, Xiaodong He

Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products

Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He

ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network

Fei Li, Hong Yu

GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks

Bing Li, Wei Wang, Yifang Sun, Linhan Zhang, Muhammad Asif Ali

Recursively Binary Modification Model for Nested Named Entity Recognition

Bing Li, Shifeng Liu, Yifang Sun, Wei Wang, Xiang Zhao

ALOHA: Artificial Learning of Human Attributes for Dialogue Agents

Aaron W. Li, Veronica Jiang, Steven Y. Feng, Julia Sprague, Wei Zhou

Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos

Kyungjae Lee, Nan Duan, Lei Ji, Jason Li, Seung-won Hwang

Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation

Duong Le, My Thai, Thien Nguyen

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces

Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto, Ivan Vulić

CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation

Caterina Lacerra, Michele Bevilacqua, Tommaso Pasini, Roberto Navigli