Title
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics Hen-Hsen Huang Chen Tang Tyler Loakman Frank Guerin Chenghua Lin 131 15 0 19 Oct 2022
NGEP: A Graph-based Event Planning Framework for Story Generation Chen Tang Zhihao Zhang Tyler Loakman Chenghua Lin Frank Guerin 183 18 0 19 Oct 2022
Language Detoxification with Attribute-Discriminative Latent SpaceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jin Myung Kwak Minseon Kim Sung Ju Hwang 254 14 0 19 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveyConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 398 105 0 14 Oct 2022
Psychology-guided Controllable Story GenerationInternational Conference on Computational Linguistics (COLING), 2022 Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 257 4 0 14 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsInternational Conference on Computational Linguistics (COLING), 2022 Xinpeng Wang Han Jiang Zhihua Wei Shanlin Zhou 142 9 0 11 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text GenerationFindings (Findings), 2022 Wanrong Zhu An Yan Yujie Lu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang 295 37 0 07 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry ProfessionalsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 221 319 0 29 Sep 2022
A Benchmark for Understanding and Generating Dialogue between Characters in Stories Jianzhu Yao Ziqi Liu Jian Guan Shiyu Huang 155 2 0 18 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 187 8 0 04 Sep 2022
An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters Xinyu Jiang Tao Gui Chongyang Shi Kaiying Jiang Liang Hu Shoujin Wang 192 1 0 01 Sep 2022
Coalescing Global and Local Information for Procedural Text UnderstandingInternational Conference on Computational Linguistics (COLING), 2022 Kaixin Ma Filip Ilievski Jonathan M Francis Eric Nyberg A. Oltramari 133 12 0 26 Aug 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationInternational Conference on Computational Linguistics (COLING), 2022 Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 560 67 0 24 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding DatasetIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 186 11 0 17 Aug 2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive FrameworkAAAI Conference on Artificial Intelligence (AAAI), 2022 Jian Guan Zhenyu Yang Rongsheng Zhang Zhipeng Hu Shiyu Huang 209 11 0 08 Aug 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Tengjiao Wang VLM 111 7 0 04 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via ConceptualizationArtificial Intelligence (AIJ), 2022 Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 242 32 0 03 Jun 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 220 4 0 23 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation Prakhar Gupta Harsh Jhamtani Jeffrey P. Bigham 235 13 0 19 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Rujun Han Hong Chen Yufei Tian Nanyun Peng 129 21 0 04 May 2022
Persona-Guided Planning for Controlling the Protagonist's Persona in Story GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zhexin Zhang Jiaxin Wen Jian Guan Shiyu Huang 169 26 0 22 Apr 2022
Event Transition Planning for Open-ended Text GenerationFindings (Findings), 2022 Qintong Li Pijian Li Wei Bi Zhaochun Ren Yuxuan Lai Lingpeng Kong 164 13 0 20 Apr 2022
A Corpus for Understanding and Generating Moral StoriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jian Guan Ziqi Liu Shiyu Huang 146 16 0 20 Apr 2022
Knowledge Infused DecodingInternational Conference on Learning Representations (ICLR), 2022 Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 166 17 0 06 Apr 2022
CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Deepanway Ghosal Siqi Shen Navonil Majumder Amélie Reymond Soujanya Poria 180 60 0 25 Mar 2022
Dependency-based Mixture Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhixian Yang Xiaojun Wan 203 2 0 19 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsFindings (Findings), 2022 Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 159 34 0 14 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 328 20 0 06 Mar 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 319 72 0 04 Mar 2022
COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing ContentsComputer Speech and Language (CSL), 2022 Yusuke Mori Hiroaki Yamane Ryohei Shimizu Yusuke Mukuta Tatsuya Harada 147 6 0 26 Feb 2022
CLSEG: Contrastive Learning of Story Ending GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yuqiang Xie Yue Hu Luxi Xing Yunpeng Li Wei Peng Ping Guo VLM 121 2 0 18 Feb 2022
Locally Typical SamplingTransactions of the Association for Computational Linguistics (TACL), 2022 Clara Meister Tiago Pimentel Gian Wiher Robert Bamler 580 116 0 01 Feb 2022
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event GenerationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Li Lin Yixin Cao Lifu Huang Shuang Li Xuming Hu Lijie Wen Jianmin Wang AI4TS 162 17 0 18 Jan 2022
Pretrained Language Models for Text Generation: A SurveyACM Computing Surveys (ACM CSUR), 2022 Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 494 248 0 14 Jan 2022
Materialized Knowledge Bases from Commonsense Transformers Shrestha Ghosh Simon Razniewski 211 7 0 29 Dec 2021
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 222 20 0 16 Dec 2021
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 135 25 0 16 Dec 2021
Unsupervised Editing for Counterfactual Stories Jiangjie Chen Chun Gan Sijie Cheng Hao Zhou Yanghua Xiao Lei Li 237 12 0 10 Dec 2021
Exploring Story Generation with Multi-task Objectives in Variational AutoencodersAustralasian Language Technology Association Workshop (ALTA), 2021 Zhuohan Xie Trevor Cohn Jey Han Lau DRL 116 7 0 15 Nov 2021
Leveraging Knowledge in Multilingual Commonsense Reasoning Yuwei Fang Shuohang Wang Yichong Xu Ruochen Xu Siqi Sun Chenguang Zhu Michael Zeng LRM 434 19 0 16 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 221 54 0 16 Oct 2021
Dict-BERT: Enhancing Language Model Pre-training with Dictionary Wenhao Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 354 68 0 13 Oct 2021
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Haozhe Ji Shiyu Huang 167 25 0 12 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 391 7 0 01 Oct 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 614 120 0 14 Sep 2021
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference Tenghao Huang Faeze Brahman Vered Shwartz Snigdha Chaturvedi AI4CE 162 45 0 14 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain CommonsenseFindings (Findings), 2021 Wanyun Cui Xingran Chen 160 6 0 06 Sep 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and GenerationTransactions of the Association for Computational Linguistics (TACL), 2021 Jian Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Shiyu Huang 189 35 0 30 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 178 412 0 04 Aug 2021
Pre-Trained Models: Past, Present and FutureAI Open (AO), 2021 Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 375 977 0 14 Jun 2021

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A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation

Transactions of the Association for Computational Linguistics (TACL), 2020

15 January 2020

Fei Huang

Papers citing "A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation"

50 / 135 papers shown

Title
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics Hen-Hsen Huang Chen Tang Tyler Loakman Frank Guerin Chenghua Lin 131 15 0 19 Oct 2022
NGEP: A Graph-based Event Planning Framework for Story Generation Chen Tang Zhihao Zhang Tyler Loakman Chenghua Lin Frank Guerin 183 18 0 19 Oct 2022
Language Detoxification with Attribute-Discriminative Latent SpaceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jin Myung Kwak Minseon Kim Sung Ju Hwang 254 14 0 19 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveyConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 398 105 0 14 Oct 2022
Psychology-guided Controllable Story GenerationInternational Conference on Computational Linguistics (COLING), 2022 Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 257 4 0 14 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsInternational Conference on Computational Linguistics (COLING), 2022 Xinpeng Wang Han Jiang Zhihua Wei Shanlin Zhou 142 9 0 11 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text GenerationFindings (Findings), 2022 Wanrong Zhu An Yan Yujie Lu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang 295 37 0 07 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry ProfessionalsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 221 319 0 29 Sep 2022
A Benchmark for Understanding and Generating Dialogue between Characters in Stories Jianzhu Yao Ziqi Liu Jian Guan Shiyu Huang 155 2 0 18 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 187 8 0 04 Sep 2022
An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters Xinyu Jiang Tao Gui Chongyang Shi Kaiying Jiang Liang Hu Shoujin Wang 192 1 0 01 Sep 2022
Coalescing Global and Local Information for Procedural Text UnderstandingInternational Conference on Computational Linguistics (COLING), 2022 Kaixin Ma Filip Ilievski Jonathan M Francis Eric Nyberg A. Oltramari 133 12 0 26 Aug 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationInternational Conference on Computational Linguistics (COLING), 2022 Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 560 67 0 24 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding DatasetIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 186 11 0 17 Aug 2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive FrameworkAAAI Conference on Artificial Intelligence (AAAI), 2022 Jian Guan Zhenyu Yang Rongsheng Zhang Zhipeng Hu Shiyu Huang 209 11 0 08 Aug 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Tengjiao Wang VLM 111 7 0 04 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via ConceptualizationArtificial Intelligence (AIJ), 2022 Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 242 32 0 03 Jun 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 220 4 0 23 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation Prakhar Gupta Harsh Jhamtani Jeffrey P. Bigham 235 13 0 19 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Rujun Han Hong Chen Yufei Tian Nanyun Peng 129 21 0 04 May 2022
Persona-Guided Planning for Controlling the Protagonist's Persona in Story GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zhexin Zhang Jiaxin Wen Jian Guan Shiyu Huang 169 26 0 22 Apr 2022
Event Transition Planning for Open-ended Text GenerationFindings (Findings), 2022 Qintong Li Pijian Li Wei Bi Zhaochun Ren Yuxuan Lai Lingpeng Kong 164 13 0 20 Apr 2022
A Corpus for Understanding and Generating Moral StoriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jian Guan Ziqi Liu Shiyu Huang 146 16 0 20 Apr 2022
Knowledge Infused DecodingInternational Conference on Learning Representations (ICLR), 2022 Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 166 17 0 06 Apr 2022
CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Deepanway Ghosal Siqi Shen Navonil Majumder Amélie Reymond Soujanya Poria 180 60 0 25 Mar 2022
Dependency-based Mixture Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhixian Yang Xiaojun Wan 203 2 0 19 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph ExpertsFindings (Findings), 2022 Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 159 34 0 14 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 328 20 0 06 Mar 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 319 72 0 04 Mar 2022
COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing ContentsComputer Speech and Language (CSL), 2022 Yusuke Mori Hiroaki Yamane Ryohei Shimizu Yusuke Mukuta Tatsuya Harada 147 6 0 26 Feb 2022
CLSEG: Contrastive Learning of Story Ending GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yuqiang Xie Yue Hu Luxi Xing Yunpeng Li Wei Peng Ping Guo VLM 121 2 0 18 Feb 2022
Locally Typical SamplingTransactions of the Association for Computational Linguistics (TACL), 2022 Clara Meister Tiago Pimentel Gian Wiher Robert Bamler 580 116 0 01 Feb 2022
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event GenerationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Li Lin Yixin Cao Lifu Huang Shuang Li Xuming Hu Lijie Wen Jianmin Wang AI4TS 162 17 0 18 Jan 2022
Pretrained Language Models for Text Generation: A SurveyACM Computing Surveys (ACM CSUR), 2022 Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 494 248 0 14 Jan 2022
Materialized Knowledge Bases from Commonsense Transformers Shrestha Ghosh Simon Razniewski 211 7 0 29 Dec 2021
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 222 20 0 16 Dec 2021
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 135 25 0 16 Dec 2021
Unsupervised Editing for Counterfactual Stories Jiangjie Chen Chun Gan Sijie Cheng Hao Zhou Yanghua Xiao Lei Li 237 12 0 10 Dec 2021
Exploring Story Generation with Multi-task Objectives in Variational AutoencodersAustralasian Language Technology Association Workshop (ALTA), 2021 Zhuohan Xie Trevor Cohn Jey Han Lau DRL 116 7 0 15 Nov 2021
Leveraging Knowledge in Multilingual Commonsense Reasoning Yuwei Fang Shuohang Wang Yichong Xu Ruochen Xu Siqi Sun Chenguang Zhu Michael Zeng LRM 434 19 0 16 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 221 54 0 16 Oct 2021
Dict-BERT: Enhancing Language Model Pre-training with Dictionary Wenhao Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng Jiang 354 68 0 13 Oct 2021
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Haozhe Ji Shiyu Huang 167 25 0 12 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 391 7 0 01 Oct 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 614 120 0 14 Sep 2021
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference Tenghao Huang Faeze Brahman Vered Shwartz Snigdha Chaturvedi AI4CE 162 45 0 14 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain CommonsenseFindings (Findings), 2021 Wanyun Cui Xingran Chen 160 6 0 06 Sep 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and GenerationTransactions of the Association for Computational Linguistics (TACL), 2021 Jian Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Shiyu Huang 189 35 0 30 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 178 412 0 04 Aug 2021
Pre-Trained Models: Past, Present and FutureAI Open (AO), 2021 Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 375 977 0 14 Jun 2021

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