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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