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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 35 /

No. 15: AAAI-21 Technical Tracks 15

AAAI Technical Track on Speech and Natural Language Processing II

  • Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration

    Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz

    13771-13779

    PDF
  • Nutri-bullets: Summarizing Health Studies by Composing Segments

    Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay

    13780-13788

    PDF
  • DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition

    Weizhou Shen, Junqing Chen, Xiaojun Quan, Zhixian Xie

    13789-13797

    PDF
  • SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint

    Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin

    13798-13805

    PDF
  • Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

    Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

    13806-13814

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  • A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection

    Tian Shi, Liuqing Li, Ping Wang, Chandan K. Reddy

    13815-13824

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  • Fact-Enhanced Synthetic News Generation

    Kai Shu, Yichuan Li, Kaize Ding, Huan Liu

    13825-13833

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  • Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation

    Ieva Staliūnaitė, Philip John Gorinski, Ignacio Iacobacci

    13834-13842

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  • Re-TACRED: Addressing Shortcomings of the TACRED Dataset

    George Stoica, Emmanouil Antonios Platanios, Barnabas Poczos

    13843-13850

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  • Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction

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

    13851-13859

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  • RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER

    Lin Sun, Jiquan Wang, Kai Zhang, Yindu Su, Fangsheng Weng

    13860-13868

    PDF
  • Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder

    Yajing Sun, Yong Shan, Chengguang Tang, Yue Hu, Yinpei Dai, Jing Yu, Jian Sun, Fei Huang, Luo Si

    13869-13877

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  • VisualMRC: Machine Reading Comprehension on Document Images

    Ryota Tanaka, Kyosuke Nishida, Sen Yoshida

    13878-13888

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  • A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking

    Hongyin Tang, Xingwu Sun, Beihong Jin, Fuzheng Zhang

    13889-13897

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  • Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification

    Hanqing Tao, Shiwei Tong, Kun Zhang, Tong Xu, Qi Liu, Enhong Chen, Min Hou

    13898-13906

    PDF
  • Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks

    Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang

    13907-13915

    PDF
  • FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction

    Hai Wan, Manrong Zhang, Jianfeng Du, Ziling Huang, Yufei Yang, Jeff Z. Pan

    13916-13923

    PDF
  • KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification

    Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He

    13924-13932

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  • Exploring Explainable Selection to Control Abstractive Summarization

    Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang

    13933-13941

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  • Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity

    Binling Nie, Ruixue Ding, Pengjun Xie, Fei Huang, Chen Qian, Luo Si

    13595-13603

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  • Dialog Policy Learning for Joint Clarification and Active Learning Queries

    Aishwarya Padmakumar, Raymond J. Mooney

    13604-13612

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  • The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT

    Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra

    13613-13621

    PDF
  • Copy That! Editing Sequences by Copying Spans

    Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

    13622-13630

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  • Movie Summarization via Sparse Graph Construction

    Pinelopi Papalampidi, Frank Keller, Mirella Lapata

    13631-13639

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  • On the Softmax Bottleneck of Recurrent Language Models

    Dwarak Govind Parthiban, Yongyi Mao, Diana Inkpen

    13640-13647

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  • XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation

    Tommaso Pasini, Alessandro Raganato, Roberto Navigli

    13648-13656

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  • ALP-KD: Attention-Based Layer Projection for Knowledge Distillation

    Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

    13657-13665

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  • Data Augmentation for Abstractive Query-Focused Multi-Document Summarization

    Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao

    13666-13674

    PDF
  • Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection

    Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

    13675-13682

    PDF
  • Conceptualized and Contextualized Gaussian Embedding

    Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua

    13683-13691

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  • A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting

    Kun Qian, Wei Wei, Zhou Yu

    13692-13700

    PDF
  • Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning

    Bowen Qin, Min Yang, Lidong Bing, Qingshan Jiang, Chengming Li, Ruifeng Xu

    13701-13708

    PDF
  • Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification

    Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

    13709-13717

    PDF
  • Reinforced History Backtracking for Conversational Question Answering

    Minghui Qiu, Xinjing Huang, Cen Chen, Feng Ji, Chen Qu, Wei Wei, Jun Huang, Yin Zhang

    13718-13726

    PDF
  • Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information

    Qiu Ran, Yankai Lin, Peng Li, Jie Zhou

    13727-13735

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  • Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?

    Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu

    13736-13744

    PDF
  • Automated Cross-prompt Scoring of Essay Traits

    Robert Ridley, Liang He, Xin-yu Dai, Shujian Huang, Jiajun Chen

    13745-13753

    PDF
  • Exploring Transfer Learning For End-to-End Spoken Language Understanding

    Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza

    13754-13761

    PDF
  • Semantics Altering Modifications for Evaluating Comprehension in Machine Reading

    Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro

    13762-13770

    PDF
  • Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View

    Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui

    13415-13423

    PDF
  • Faster Depth-Adaptive Transformers

    Yijin Liu, Fandong Meng, Jie Zhou, Yufeng Chen, Jinan Xu

    13424-13432

    PDF
  • A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training

    Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang

    13433-13442

    PDF
  • Generating CCG Categories

    Yufang Liu, Tao Ji, Yuanbin Wu, Man Lan

    13443-13451

    PDF
  • CrossNER: Evaluating Cross-Domain Named Entity Recognition

    Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung

    13452-13460

    PDF
  • On the Importance of Word Order Information in Cross-lingual Sequence Labeling

    Zihan Liu, Genta I Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, Pascale Fung

    13461-13469

    PDF
  • SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes

    Nicholas Lourie, Ronan Le Bras, Yejin Choi

    13470-13479

    PDF
  • UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark

    Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

    13480-13488

    PDF
  • Span-Based Event Coreference Resolution

    Jing Lu, Vincent Ng

    13489-13497

    PDF
  • LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching

    Boer Lyu, Lu Chen, Su Zhu, Kai Yu

    13498-13506

    PDF
  • Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering

    Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari

    13507-13515

    PDF
  • Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

    Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha

    13516-13524

    PDF
  • Generating Natural Language Attacks in a Hard Label Black Box Setting

    Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi

    13525-13533

    PDF
  • Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification

    Rui Mao, Xiao Li

    13534-13542

    PDF
  • A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis

    Yue Mao, Yi Shen, Chao Yu, Longjun Cai

    13543-13551

    PDF
  • Variational Inference for Learning Representations of Natural Language Edits

    Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo

    13552-13560

    PDF
  • How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation

    Swaroop Mishra, Anjana Arunkumar

    13561-13569

    PDF
  • Continual Learning for Named Entity Recognition

    Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko

    13570-13577

    PDF
  • MASKER: Masked Keyword Regularization for Reliable Text Classification

    Seung Jun Moon, Sangwoo Mo, Kimin Lee, Jaeho Lee, Jinwoo Shin

    13578-13586

    PDF
  • Disentangled Motif-aware Graph Learning for Phrase Grounding

    Zongshen Mu, Siliang Tang, Jie Tan, Qiang Yu, Yueting Zhuang

    13587-13594

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  • Multi-view Inference for Relation Extraction with Uncertain Knowledge

    Bo Li, Wei Ye, Canming Huang, Shikun Zhang

    13234-13242

    PDF
  • Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning

    Da-Wei Li, Danqing Huang, Tingting Ma, Chin-Yew Lin

    13243-13251

    PDF
  • The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement

    Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan

    13252-13260

    PDF
  • ACT: an Attentive Convolutional Transformer for Efficient Text Classification

    Pengfei Li, Peixiang Zhong, Kezhi Mao, Dongzhe Wang, Xuefeng Yang, Yunfeng Liu, Jianxiong Yin, Simon See

    13261-13269

    PDF
  • Quantum-inspired Neural Network for Conversational Emotion Recognition

    Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci

    13270-13278

    PDF
  • HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions

    Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

    13279-13287

    PDF
  • Merging Statistical Feature via Adaptive Gate for Improved Text Classification

    Xianming Li, Zongxi Li, Haoran Xie, Qing Li

    13288-13296

    PDF
  • TSQA: Tabular Scenario Based Question Answering

    Xiao Li, Yawei Sun, Gong Cheng

    13297-13305

    PDF
  • Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

    Yangming Li, Kaisheng Yao

    13306-13314

    PDF
  • An Efficient Transformer Decoder with Compressed Sub-layers

    Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu

    13315-13323

    PDF
  • An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information

    Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang

    13324-13332

    PDF
  • Finding Sparse Structures for Domain Specific Neural Machine Translation

    Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li

    13333-13342

    PDF
  • Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation

    Yunlong Liang, Fandong Meng, Ying Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

    13343-13352

    PDF
  • Hierarchical Coherence Modeling for Document Quality Assessment

    Dongliang Liao, Jin Xu, Gongfu Li, Yiru Wang

    13353-13361

    PDF
  • Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

    Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, Liang Lin

    13362-13370

    PDF
  • Neural Sentence Simplification with Semantic Dependency Information

    Zhe Lin, Xiaojun Wan

    13371-13379

    PDF
  • Converse, Focus and Guess – Towards Multi-Document Driven Dialogue

    Han Liu, Caixia Yuan, Xiaojie Wang, Yushu Yang, Huixing Jiang, Zhongyuan Wang

    13380-13387

    PDF
  • Natural Language Inference in Context – Investigating Contextual Reasoning over Long Texts

    Hanmeng Liu, Leyang Cui, Jian Liu, Yue Zhang

    13388-13396

    PDF
  • How to Train Your Agent to Read and Write

    Li Liu, Mengge He, Guanghui Xu, Mingkui Tan, Qi Wu

    13397-13405

    PDF
  • Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue

    Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

    13406-13414

    PDF
  • Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence

    Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen

    13208-13216

    PDF
  • Learning Light-Weight Translation Models from Deep Transformer

    Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu

    13217-13225

    PDF
  • Improving the Efficiency and Effectiveness for BERT-based Entity Resolution

    Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, Wei Wang

    13226-13233

    PDF

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