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AAAI 2020

1,794 papers

Deep Attentive Ranking Networks for Learning to Order Sentences

Pawan Kumar, Dhanajit Brahma, Harish Karnick, Piyush Rai

MA-DST: Multi-Attention-Based Scalable Dialog State Tracking

Adarsh Kumar, Peter Ku, Anuj Goyal, Angeliki Metallinou, Dilek Hakkani-Tur

Top-Down RST Parsing Utilizing Granularity Levels in Documents

Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata

Modality-Balanced Models for Visual Dialogue

Hyounghun Kim, Hao Tan, Mohit Bansal

QASC: A Dataset for Question Answering via Sentence Composition

Tushar Khot, Peter Clark, Michal Guerquin, Peter Jansen, Ashish Sabharwal

Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks

Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz

Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages

Katharina Kann, Ophélie Lacroix, Anders Søgaard

Learning to Learn Morphological Inflection for Resource-Poor Languages

Katharina Kann, Samuel R. Bowman, Kyunghyun Cho

Syntactically Look-Ahead Attention Network for Sentence Compression

Hidetaka Kamigaito, Manabu Okumura

Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation

Tomoyuki Kajiwara, Biwa Miura, Yuki Arase

Relation Extraction Exploiting Full Dependency Forests

Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma

SemSUM: Semantic Dependency Guided Neural Abstractive Summarization

Hanqi Jin, Tianming Wang, Xiaojun Wan

Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment

Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits

MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension

Di Jin, Shuyang Gao, Jiun-Yu Kao, Tagyoung Chung, Dilek Hakkani-Tur

Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network

Wenxiang Jiao, Michael Lyu, Irwin King

Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues

Youngsoo Jang, Jongmin Lee, Kee-eung Kim

Privacy Enhanced Multimodal Neural Representations for Emotion Recognition

Mimansa Jaiswal, Emily Mower Provost

MALA: Cross-Domain Dialogue Generation with Action Learning

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao

Leveraging Multi-Token Entities in Document-Level Named Entity Recognition

Anwen Hu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen

Knowledge-Enriched Visual Storytelling

Chao-Chun Hsu, Zi-Yuan Chen, Chi-Yang Hsu, Chih-Chia Li, Tzu-Yuan Lin

Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer

Channy Hong, Jaeyeon Lee, Jungkwon Lee

Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization

Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan

Improving Neural Relation Extraction with Positive and Unlabeled Learning

Zhengqiu He, Wenliang Chen, Yuyi Wang, Wei Zhang, Guanchun Wang

Knowledge-Graph Augmented Word Representations for Named Entity Recognition

Qizhen He, Liang Wu, Yida Yin, Heming Cai

Latent Relation Language Models

Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig

Interactive Fiction Games: A Colossal Adventure

Matthew Hausknecht, Prithviraj Ammanabrolu, Marc-Alexandre Côté, Xingdi Yuan

One Homonym per Translation

Bradley Hauer, Grzegorz Kondrak

What Do You Mean ‘Why?’: Resolving Sluices in Conversations

Victor Petrén Bach Hansen, Anders Søgaard

ManyModalQA: Modality Disambiguation and QA over Diverse Inputs

Darryl Hannan, Akshay Jain, Mohit Bansal

CASE: Context-Aware Semantic Expansion

Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi

P-SIF: Document Embeddings Using Partition Averaging

Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai

Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training

Yinuo Guo, Tao Ge, Furu Wei

Multi-Scale Self-Attention for Text Classification

Qipeng Guo, Xipeng Qiu, Pengfei Liu, Xiangyang Xue, Zheng Zhang

Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation

Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen

Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits

Han Guo, Ramakanth Pasunuru, Mohit Bansal

Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition

Fengyu Guo, Ruifang He, Jianwu Dang, Jian Wang

Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology

Gözde Gül Şahin, Iryna Gurevych

A Large-Scale Dataset for Argument Quality Ranking: Construction and Analysis

Shai Gretz, Roni Friedman, Edo Cohen-Karlik, Assaf Toledo, Dan Lahav

Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation

Goran Glavašš, Swapna Somasundaran

Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems

Sarik Ghazarian, Ralph Weischedel, Aram Galstyan, Nanyun Peng

TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection

Siddhant Garg, Thuy Vu, Alessandro Moschitti

Neural Snowball for Few-Shot Relation Learning

Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin

Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog

Varun Gangal, Abhinav Arora, Arash Einolghozati, Sonal Gupta

ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs

Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang

Open Domain Event Text Generation

Zihao Fu, Lidong Bing, Wai Lam

Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism

Xiyan Fu, Jun Wang, Jinghan Zhang, Jinmao Wei, Zhenglu Yang

Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study

Jinlan Fu, Pengfei Liu, Qi Zhang

Discontinuous Constituent Parsing with Pointer Networks

Daniel Fernández-González, Carlos Gómez-Rodríguez

Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation

Xiaocheng Feng, Yawei Sun, Bing Qin, Heng Gong, Yibo Sun

Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network

Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin

Translucent Answer Predictions in Multi-Hop Reading Comprehension

G P Shrivatsa Bhargav, Michael Glass, Dinesh Garg, Shirish Shevade, Saswati Dana

Latent Emotion Memory for Multi-Label Emotion Classification

Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji

Corpus Wide Argument Mining—A Working Solution

Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder

Detecting Asks in Social Engineering Attacks: Impact of Linguistic and Structural Knowledge

Bonnie Dorr, Archna Bhatia, Adam Dalton, Brodie Mather, Bryanna Hebenstreit

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation

Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong

On Measuring and Mitigating Biased Inferences of Word Embeddings

Sunipa Dev, Tao Li, Jeff M. Phillips, Vivek Srikumar

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering

Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li

An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation

Liming Deng, Jie Wang, Hangming Liang, Hui Chen, Zhiqiang Xie

Just Add Functions: A Neural-Symbolic Language Model

David Demeter, Doug Downey

Hypernym Detection Using Strict Partial Order Networks

Sarthak Dash, Md Faisal Mahbub Chowdhury, Alfio Gliozzo, Nandana Mihindukulasooriya, Nicolas Rodolfo Fauceglia

Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis

Yong Dai, Jian Liu, Xiancong Ren, Zenglin Xu

Multiple Positional Self-Attention Network for Text Classification

Biyun Dai, Jinlong Li, Ruoyi Xu

Discriminative Sentence Modeling for Story Ending Prediction

Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang

Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction

Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni

How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions

Zewei Chu, Mingda Chen, Jing Chen, Miaosen Wang, Kevin Gimpel

An Empirical Study of Content Understanding in Conversational Question Answering

Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen

Cross-Lingual Natural Language Generation via Pre-Training

Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao

Dynamic Embedding on Textual Networks via a Gaussian Process

Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David Carlson

Attending to Entities for Better Text Understanding

Pengxiang Cheng, Katrin Erk

Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing

Bo Chen, Xianpei Han, Ben He, Le Sun

TemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization

Yu-Hsiu Chen, Pin-Yu Chen, Hong-Han Shuai, Wen-Chih Peng

Improving Entity Linking by Modeling Latent Entity Type Information

Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin

Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks

Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan

Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning

Liqun Chen, Ke Bai, Chenyang Tao, Yizhe Zhang, Guoyin Wang

DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog

Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu

Hyperbolic Interaction Model for Hierarchical Multi-Label Classification

Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing

Zero-Shot Text-to-SQL Learning with Auxiliary Task

Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He

Unsupervised Domain Adaptation on Reading Comprehension

Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou

Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation

Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao

Graph Transformer for Graph-to-Sequence Learning

Deng Cai, Wai Lam

Inducing Relational Knowledge from BERT

Zied Bouraoui, Jose Camacho-Collados, Steven Schockaert

Modelling Semantic Categories Using Conceptual Neighborhood

Zied Bouraoui, Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert

Back to the Future – Temporal Adaptation of Text Representations

Johannes Bjerva, Wouter Kouw, Isabelle Augenstein

PIQA: Reasoning about Physical Commonsense in Natural Language

Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi

Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks

Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia

Zero-Resource Cross-Lingual Named Entity Recognition

M Saiful Bari, Shafiq Joty, Prathyusha Jwalapuram

Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision

Trapit Bansal, Pat Verga, Neha Choudhary, Andrew McCallum

Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base

Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, György Turán

Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations

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

Do Not Have Enough Data? Deep Learning to the Rescue!

Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich, Amir Kantor, George Kour

Story Realization: Expanding Plot Events into Sentences

Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma

End-to-End Argumentation Knowledge Graph Construction

Khalid Al-Khatib, Yufang Hou, Henning Wachsmuth, Charles Jochim, Francesca Bonin

Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words

Mahtab Ahmed, Robert E. Mercer

Knowledge Distillation from Internal Representations

Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan

LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games

Leonard Adolphs, Thomas Hofmann

Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles

Roie Zivan, Omer Lev, Rotem Galiki

Bi-Level Actor-Critic for Multi-Agent Coordination

Haifeng Zhang, Weizhe Chen, Zeren Huang, Minne Li, Yaodong Yang

COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment

Leonit Zeynalvand, Tie Luo, Jie Zhang

Optimal Common Contract with Heterogeneous Agents

Shenke Xiao, Zihe Wang, Mengjing Chen, Pingzhong Tang, Xiwang Yang