MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension

1 October 2019

Papers citing "MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension"

33 / 33 papers shown

Title
Investigating Recent Large Language Models for Vietnamese Machine Reading Comprehension Anh Duc Nguyen Hieu Minh Phi Anh Viet Ngo Long Hai Trieu Thai Nguyen 56 0 0 23 Mar 2025
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering Chenhao Cui Yufan Jiang Shuangzhi Wu Zhoujun Li FaML 35 0 0 27 Apr 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 27 0 0 17 Feb 2024
Multi-grained Evidence Inference for Multi-choice Reading Comprehension Yilin Zhao Hai Zhao Sufeng Duan 25 2 0 27 Oct 2023
A Multiple Choices Reading Comprehension Corpus for Vietnamese Language Education Son T. Luu Khoi Trong Hoang Tu Pham Kiet Van Nguyen Ngan Luu-Thuy Nguyen FaML 27 6 0 31 Mar 2023
Lite Unified Modeling for Discriminative Reading Comprehension Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 29 2 0 26 Mar 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen 23 5 0 19 Mar 2022
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering Qianglong Chen LRM 16 2 0 01 Mar 2022
SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu C. Lee Giles Ting-Hao 'Kenneth' Huang 27 83 0 22 Oct 2021
Context-guided Triple Matching for Multiple Choice Question Answering Xun Yao Junlong Ma Xinrong Hu Junping Liu Jie Yang Wanqing Li 22 2 0 27 Sep 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 46 99 0 19 Sep 2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems Di Jin Shuyang Gao Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 24 7 0 18 Sep 2021
When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions Zixian Huang Ao Wu Yulin Shen Gong Cheng Yuzhong Qu RALM 33 4 0 31 Aug 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 33 43 0 02 Aug 2021
Ensemble Learning-Based Approach for Improving Generalization Capability of Machine Reading Comprehension Systems Razieh Baradaran Hossein Amirkhani 26 16 0 01 Jul 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation Sungdong Kim Minsuk Chang Sang-Woo Lee 14 19 0 30 May 2021
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension Zhixiang Chen Yikun Lei Pai Liu G. Guo 18 0 0 25 May 2021
XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning Yuxin Jiang Ziyi Shou Qijun Wang Hao Wu Fangzhen Lin RALM 15 2 0 30 Mar 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 40 23 0 10 Feb 2021
TSQA: Tabular Scenario Based Question Answering Xiao Li Yawei Sun Gong Cheng LMTD 29 28 0 14 Jan 2021
Reference Knowledgeable Network for Machine Reading Comprehension Yilin Zhao Zhuosheng Zhang Hai Zhao 18 5 0 07 Dec 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula 12 8 0 04 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 31 706 0 28 Sep 2020
Deep Neural Networks with Short Circuits for Improved Gradient Learning Ming Yan Xueli Xiao Qiufeng Wang Yi Pan 31 0 0 23 Sep 2020
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency Shasha Li Shitong Zhu Sudipta Paul A. Roy-Chowdhury Chengyu Song S. Krishnamurthy A. Swami Kevin S. Chan AAML 8 34 0 19 Jul 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 18 62 0 13 May 2020
Knowledgeable Dialogue Reading Comprehension on Key Turns Junlong Li Zhuosheng Zhang Hai Zhao 37 1 0 29 Apr 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao Sanchit Agarwal Tagyoung Chung Di Jin Dilek Z. Hakkani-Tür 23 71 0 13 Apr 2020
Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension H. Wan 20 13 0 26 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 25 243 0 11 Feb 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 34 35 0 26 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,996 0 20 Apr 2018