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

No. 16: AAAI-21 Technical Tracks 16

AAAI Technical Track on Speech and Natural Language Processing III

  • Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

    Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

    14665-14673

    PDF
  • Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

    Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

    14674-14682

    PDF
  • Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

    Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed

    14489-14497

    PDF
  • News Content Completion with Location-Aware Image Selection

    Zhengkun Zhang, Jun Wang, Adam Jatowt, Zhe Sun, Shao-Ping Lu, Zhenglu Yang

    14498-14505

    PDF
  • Retrospective Reader for Machine Reading Comprehension

    Zhuosheng Zhang, Junjie Yang, Hai Zhao

    14506-14514

    PDF
  • Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER

    Shan Zhao, Minghao Hu, Zhiping Cai, Haiwen Chen, Fang Liu

    14515-14523

    PDF
  • A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations

    Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

    14524-14531

    PDF
  • LIREx: Augmenting Language Inference with Relevant Explanations

    Xinyan Zhao, V.G.Vinod Vydiswaran

    14532-14539

    PDF
  • Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning

    Yangyang Zhao, Zhenyu Wang, Zhenhua Huang

    14540-14548

    PDF
  • Interactive Speech and Noise Modeling for Speech Enhancement

    Chengyu Zheng, Xiulian Peng, Yuan Zhang, Sriram Srinivasan, Yan Lu

    14549-14557

    PDF
  • Stylized Dialogue Response Generation Using Stylized Unpaired Texts

    Yinhe Zheng, Zikai Chen, Rongsheng Zhang, Shilei Huang, Xiaoxi Mao, Minlie Huang

    14558-14567

    PDF
  • Keyword-Guided Neural Conversational Model

    Peixiang Zhong, Yong Liu, Hao Wang, Chunyan Miao

    14568-14576

    PDF
  • CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts

    Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao

    14577-14585

    PDF
  • MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization

    Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan

    14586-14593

    PDF
  • A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness

    Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He

    14594-14601

    PDF
  • EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation

    Qi Zhou, Haipeng Chen, Yitao Zheng, Zhen Wang

    14602-14611

    PDF
  • Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling

    Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang

    14612-14620

    PDF
  • IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization

    Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren

    14621-14629

    PDF
  • An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis

    Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu

    14630-14637

    PDF
  • What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering

    Yang Zhou, Yubo Chen, Jun Zhao, Yin Wu, Jiexin Xu, Jinlong Li

    14638-14646

    PDF
  • Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference

    Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang

    14647-14655

    PDF
  • Neural Sentence Ordering Based on Constraint Graphs

    Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou

    14656-14664

    PDF
  • Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning

    Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel

    14472-14480

    PDF
  • Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model

    Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun, Huidan Liu, Zhicheng Wei, Nicholas Yuan

    14481-14488

    PDF
  • Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation

    Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao

    14310-14318

    PDF
  • UWSpeech: Speech to Speech Translation for Unwritten Languages

    Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu

    14319-14327

    PDF
  • Building Interpretable Interaction Trees for Deep NLP Models

    Die Zhang, Hao Zhang, Huilin Zhou, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Mengyue Wu, Quanshi Zhang

    14328-14337

    PDF
  • Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing

    Dong Zhang, Xincheng Ju, Wei Zhang, Junhui Li, Shoushan Li, Qiaoming Zhu, Guodong Zhou

    14338-14346

    PDF
  • Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance

    Dong Zhang, Suzhong Wei, Shoushan Li, Hanqian Wu, Qiaoming Zhu, Guodong Zhou

    14347-14355

    PDF
  • Accelerating Neural Machine Translation with Partial Word Embedding Compression

    Fan Zhang, Mei Tu, Jinyao Yan

    14356-14364

    PDF
  • Discovering New Intents with Deep Aligned Clustering

    Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu

    14365-14373

    PDF
  • Deep Open Intent Classification with Adaptive Decision Boundary

    Hanlei Zhang, Hua Xu, Ting-En Lin

    14374-14382

    PDF
  • Writing Polishment with Simile: Task, Dataset and A Neural Approach

    Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

    14383-14392

    PDF
  • Continuous Self-Attention Models with Neural ODE Networks

    Jing Zhang, Peng Zhang, Baiwen Kong, Junqiu Wei, Xin Jiang

    14393-14401

    PDF
  • TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis

    Jing-Xuan Zhang, Korin Richmond, Zhen-Hua Ling, Lirong Dai

    14402-14410

    PDF
  • Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching

    Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan

    14411-14419

    PDF
  • MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces

    Linhai Zhang, Deyu Zhou, Yulan He, Zeng Yang

    14420-14427

    PDF
  • Future-Guided Incremental Transformer for Simultaneous Translation

    Shaolei Zhang, Yang Feng, Liangyou Li

    14428-14436

    PDF
  • Semantics-Aware Inferential Network for Natural Language Understanding

    Shuiliang Zhang, Hai Zhao, Junru Zhou, Xi Zhou, Xiang Zhou

    14437-14445

    PDF
  • Learning to Check Contract Inconsistencies

    Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng

    14446-14453

    PDF
  • Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation

    Tianfu Zhang, Heyan Huang, Chong Feng, Longbing Cao

    14454-14462

    PDF
  • Graph-Based Tri-Attention Network for Answer Ranking in CQA

    Wei Zhang, Zeyuan Chen, Chao Dong, Wen Wang, Hongyuan Zha, Jianyong Wang

    14463-14471

    PDF
  • Enabling Fast and Universal Audio Adversarial Attack Using Generative Model

    Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan

    14129-14137

    PDF
  • Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention

    Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

    14138-14148

    PDF
  • Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction

    Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao

    14149-14157

    PDF
  • Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

    Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

    14158-14166

    PDF
  • Document-Level Relation Extraction with Reconstruction

    Wang Xu, Kehai Chen, Tiejun Zhao

    14167-14175

    PDF
  • Topic-Aware Multi-turn Dialogue Modeling

    Yi Xu, Hai Zhao, Zhuosheng Zhang

    14176-14184

    PDF
  • A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition

    Yongxiu Xu, Heyan Huang, Chong Feng, Yue Hu

    14185-14193

    PDF
  • GDPNet: Refining Latent Multi-View Graph for Relation Extraction

    Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng

    14194-14202

    PDF
  • Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis

    Rohan K Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin

    14203-14212

    PDF
  • Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric

    Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolay Khlebnikov, Alexey Tikhonov

    14213-14220

    PDF
  • Multi-Document Transformer for Personality Detection

    Feifan Yang, Xiaojun Quan, Yunyi Yang, Jianxing Yu

    14221-14229

    PDF
  • UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2

    Yunyi Yang, Yunhao Li, Xiaojun Quan

    14230-14238

    PDF
  • Open Domain Dialogue Generation with Latent Images

    Ze Yang, Wei Wu, Huang Hu, Can Xu, Wei Wang, Zhoujun Li

    14239-14247

    PDF
  • Adversarial Language Games for Advanced Natural Language Intelligence

    Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

    14248-14256

    PDF
  • Contrastive Triple Extraction with Generative Transformer

    Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen

    14257-14265

    PDF
  • Unanswerable Question Correction in Question Answering over Personal Knowledge Base

    An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen

    14266-14275

    PDF
  • Simpson’s Bias in NLP Training

    Fei Yuan, Longtu Zhang, Huang Bojun, Yaobo Liang

    14276-14283

    PDF
  • Reinforced Multi-Teacher Selection for Knowledge Distillation

    Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin Jiang

    14284-14291

    PDF
  • What’s the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult

    ‪Avishai Zagoury‬‏, Einat Minkov, Idan Szpektor, William W. Cohen

    14292-14300

    PDF
  • Probing Product Description Generation via Posterior Distillation

    Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan

    14301-14309

    PDF
  • Effective Slot Filling via Weakly-Supervised Dual-Model Learning

    Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen

    13952-13960

    PDF
  • Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect

    Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu

    13961-13969

    PDF
  • Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation

    Ke Wang, Guandan Chen, Zhongqiang Huang, Xiaojun Wan, Fei Huang

    13970-13978

    PDF
  • Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing

    Run-Ze Wang, Zhen-Hua Ling, Jingbo Zhou, Yu Hu

    13979-13987

    PDF
  • Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection

    Wei Wang, Piji Li, Hai-Tao Zheng

    13988-13996

    PDF
  • Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks

    Xiaosen Wang, Yichen Yang, Yihe Deng, Kun He

    13997-14005

    PDF
  • NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation

    Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu

    14006-14014

    PDF
  • Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs

    Yanlin Wang, Hui Li

    14015-14023

    PDF
  • Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals

    Zhao Wang, Aron Culotta

    14024-14031

    PDF
  • MLE-Guided Parameter Search for Task Loss Minimization in Neural Sequence Modeling

    Sean Welleck, Kyunghyun Cho

    14032-14040

    PDF
  • Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection

    Taesun Whang, Dongyub Lee, Dongsuk Oh, Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee

    14041-14049

    PDF
  • On Scalar Embedding of Relative Positions in Attention Models

    Junshuang Wu, Richong Zhang, Yongyi Mao, Junfan Chen

    14050-14057

    PDF
  • Evidence Inference Networks for Interpretable Claim Verification

    Lianwei Wu, Yuan Rao, Ling Sun, Wangbo He

    14058-14066

    PDF
  • TextGAIL: Generative Adversarial Imitation Learning for Text Generation

    Qingyang Wu, Lei Li, Zhou Yu

    14067-14075

    PDF
  • MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification

    Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully Burns, Nanyun Peng

    14076-14084

    PDF
  • A Controllable Model of Grounded Response Generation

    Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Xiang Gao, Chris Quirk, Rik Koncel-Kedziorski, Jianfeng Gao, Hannaneh Hajishirzi, Mari Ostendorf, Bill Dolan

    14085-14093

    PDF
  • Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis

    Zhengxuan Wu, Desmond C. Ong

    14094-14102

    PDF
  • Does Head Label Help for Long-Tailed Multi-Label Text Classification

    Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song

    14103-14111

    PDF
  • Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition

    Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin

    14112-14120

    PDF
  • Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning

    Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang

    14121-14128

    PDF
  • Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling

    Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung

    13943-13951

    PDF

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