IJCAI 2020 录取论文合集

IJCAI 2020共收到5147篇投稿,受变革影响,直接有2191篇被拒,两个月后,IJCAI录用结果出炉,仅录用592篇,录用率直降到12.6%。后又受疫情影响,组委会决定将 IJCAI 2020 此次会议,延期至2021年1月举办。

在诸多情况下,为了社区开发者和学术青年更好的了解 IJCAI 2020会议情况,AI研习社整理了 IJCAI 2020录取论文合集,供大家查阅。

以下是IJCAI2020上NLP方面的相关论文合集。

Main track (Natural Language Processing)

A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition

Conghui Tan, Di Jiang, Jinhua Peng, Xueyang Wu, Qian Xu, Qiang Yang

A Relation-Specific Attention Network for Joint Entity and Relation Extraction

Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo

A Structured Latent Variable Recurrent Network with Stochastic Attention for Generating Weibo Comments

Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian

Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training

Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren

An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension

Xin Liu, Kai Liu, Xiang Li, Jinsong Su, Yubin Ge, Bin Wang, Jiebo Luo

 Answer Generation through Unified Memories over Multiple Passages

Makoto Nakatsuji, Sohei Okui

Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction

Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction

Jie Liu, Shaowei Chen, Bingquan Wang, Jiaxin Zhang, Na Li, Tong Xu

Attention-based Multi-level Feature Fusion for Named Entity Recognition

Zhiwei Yang, Hechang Chen, Jiawei Zhang, Jing Ma, Yi Chang

Better AMR-To-Text Generation with Graph Structure Reconstruction

Tianming Wang, Xiaojun Wan, Shaowei Yao

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP

Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings

Yi Yang, Hongan Wang, Jiaqi Zhu, Yunkun Wu, Kailong Jiang, Wenli Guo, Wandong Shi

Dialogue State Induction Using Neural Latent Variable Models

Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

Domain Adaptation for Semantic Parsing

Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao

Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating

Hongfei Xu, Deyi Xiong, Josef van Genabith, Qiuhui Liu

EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness

Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang

End-to-End Transition-Based Online Dialogue Disentanglement

Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu, Si Wei, Xiaodan Zhu

Enhancing Dialog Coherence with Event Graph Grounded Content Planning

Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che

ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation

Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

Evaluating Natural Language Generation via Unbalanced Optimal Transport

Yimeng Chen, Yanyan Lan, Ruinbin Xiong, Liang Pang, Zhiming Ma, Xueqi Cheng

Exemplar Guided Neural Dialogue Generation

Hengyi Cai, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Dawei Yin

Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation

Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Chen Sheng, Changjian Hu, Jinan Xu, Yufeng Chen

Fast and Accurate Neural CRF Constituency Parsing

Yu Zhang, Houquan Zhou, Zhenghua Li

Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base

Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi

Gated POS-Level Language Model for Authorship Verification

Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang

Gaussian Embedding of Linked Documents from a Pretrained Semantic Space

Antoine Gourru, Julien Velcin, Julien Jacques

Generalized Zero-Shot Text Classification for ICD Coding

Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric Xing

Generating Reasonable Legal Text through the Combination of Language Modeling and Question Answering

Weijing Huang, Xianfeng Liao, Zhiqiang Xie, Jiang Qian, Bojin Zhuang, Shaojun Wang, Jing Xiao

Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment

Hao Nie, Xianpei Han, Le Sun, Chi Man Wong, Qiang Chen, Suhui Wu, Wei Zhang

Guided Generation of Cause and Effect

Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces

Rana Alshaikh, Zied Bouraoui, Steven Schockaert

Hierarchical Matching Network for Heterogeneous Entity Resolution

Cheng Fu, Xianpei Han, Jiaming He, Le Sun

Hierarchical Multi-task Learning for Organization Evaluation of Argumentative Student Essays

Wei Song, Ziyao Song, Lizhen Liu, Ruiji Fu

How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context

Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding

Chengkun Zhang, Junbin Gao

Infobox-to-text Generation with Tree-like Planning based Attention Network

Yang Bai, Ziran Li, Ning Ding, Ying Shen, Hai-Tao Zheng

Joint Time-Frequency and Time Domain Learning for Speech Enhancement

Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng

Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations

Jian Liu, Yubo Chen, Jun Zhao

Knowledge Graphs Enhanced Neural Machine Translation

Yang Zhao, Jiajun Zhang, Yu Zhou, Chengqing Zong

Learning Latent Forests for Medical Relation Extraction

Zhijiang Guo, Guoshun Nan, Wei LU, Shay B. Cohen

Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling

Haoyu Zhang, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Fei Huang, Ji Wang

Leveraging Document-Level Label Consistency for Named Entity Recognition

Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang

Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation

Guanhua Chen, Yun Chen, Yong Wang, Victor O.K. Li

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang

Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction

Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu

Modeling Topical Relevance for Multi-Turn Dialogue Generation

Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin

Modeling Voting for System Combination in Machine Translation

Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu

MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation

Edoardo Barba, Luigi Procopio, Niccolò Campolungo, Tommaso Pasini, Roberto Navigli

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network

Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu

Neural Abstractive Summarization with Structural Attention

Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty

Neural Machine Translation with Error Correction

Kaitao Song, Xu Tan, Jianfeng Lu

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task

Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang

Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning

Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation

Hyeongju Kim, Hyeonseung Lee, Woo Hyun Kang, Hyung Yong Kim, Nam Soo Kim

Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation

Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem

Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun

Text Style Transfer via Learning Style Instance Supported Latent Space

Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun

TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact

Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu

Towards Fully 8-bit Integer Inference for the Transformer Model

Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu

Towards Making the Most of Context in Neural Machine Translation

Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch

Transformers as Soft Reasoners over Language

Peter Clark, Oyvind Tafjord, Kyle Richardson

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

Triple-to-Text Generation with an Anchor-to-Prototype Framework

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

Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA

Jiale Han, Bo Cheng, Xu Wang

UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model

Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

Unsupervised Multilingual Alignment using Wasserstein Barycenter

Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yaoliang Yu

更多论文录用合集链接:

IJCAI-PRICAI 2020 录取论文  (Agent-based and Multi-agent Systems)

IJCAI-PRICAI 2020  录取论文 (Computer Vision)

IJCAI-PRICAI 2020  录取论文 (AI Ethics)、(Constraints and SAT)

IJCAI-PRICAI 2020  录取论文(Data Mining)

IJCAI-PRICAI 2020  录取论文  (Heuristic Search and Game Playing)&(Humans and AI)

IJCAI-PRICAI 2020  录取论文  (Knowledge Representation and Reasoning)

IJCAI-PRICAI 2020  录取论文  (Machine Learning)①

IJCAI-PRICAI 2020  录取论文  (Machine Learning) ②

IJCAI-PRICAI 2020  录取论文(Machine Learning Applications)

IJCAI-PRICAI 2020  录取论文 (Multidisciplinary Topics and Applications)

IJCAI-PRICAI 2020  录取论文 (Planning and Scheduling&Robotics&Uncertainty in AI)

IJCAI-PRICAI 2020  录取论文 (Special track on AI for CompSust and Human well-being)

IJCAI-PRICAI 2020  录取论文 (Special Track on AI in FinTech)

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