Reinforcement Learning for Abstractive Question Summarization with
Question-aware Semantic Rewards

Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards

1 July 2021

Asma Ben Abacha

Dina Demner-Fushman

Papers citing "Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards"

17 / 17 papers shown

Title
Overview of TREC 2024 Medical Video Question Answering (MedVidQA) Track D. Gupta Dina Demner-Fushman LM&MA 72 1 0 15 Dec 2024
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 37 1 0 26 Sep 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 14 0 17 Jun 2024
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization Gauri Naik Sharad Chandakacherla S. Yadav Md. Shad Akhtar 18 6 0 13 Jun 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 26 3 0 10 May 2024
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation Do June Min Verónica Pérez-Rosas Kenneth Resnicow Rada Mihalcea OffRL 43 2 0 20 Mar 2024
MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries Akash Ghosh Arkadeep Acharya Prince Jha Aniket Gaudgaul Rajdeep Majumdar Sriparna Saha Aman Chadha Raghav Jain Setu Sinha Shivani Agarwal 22 8 0 03 Jan 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare Akash Ghosh Arkadeep Acharya Raghav Jain Sriparna Saha Aman Chadha Setu Sinha 27 29 0 16 Dec 2023
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 Ye Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Fei Liu 16 11 0 24 May 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 24 8 0 18 Apr 2023
Medical Question Summarization with Entity-driven Contrastive Learning Sibo Wei Wenpeng Lu Xueping Peng Shoujin Wang Yi-Fei Wang Weiyu Zhang ELM 33 17 0 15 Apr 2023
Inverse Reinforcement Learning for Text Summarization Yujiao Fu Deyi Xiong Yue Dong 29 4 0 19 Dec 2022
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning Yuxuan Ye Edwin Simpson 11 0 0 14 Nov 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 14 15 0 14 Jun 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 15 28 0 01 Jun 2021
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,428 0 22 Aug 2019