The Summary Loop: Learning to Write Abstractive Summaries Without Examples

11 May 2021

Papers citing "The Summary Loop: Learning to Write Abstractive Summaries Without Examples"

32 / 32 papers shown

Title
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Feiyu Xiong Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 31 1 0 15 Apr 2025
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 24 3 0 27 Sep 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 51 41 0 01 Jul 2024
Keep It Private: Unsupervised Privatization of Online Text Calvin Bao Marine Carpuat DeLMO 37 3 0 16 May 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 40 3 0 20 Mar 2024
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Swaroop Nath H. Khadilkar Pushpak Bhattacharyya OffRL 20 0 0 29 Nov 2023
Discrete Prompt Compression with Reinforcement Learning Hoyoun Jung Kyung-Joong Kim 32 24 0 17 Aug 2023
Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning Peggy Tang Junbin Gao Lei Zhang Zhiyong Wang 19 1 0 06 Jun 2023
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 Ye Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Fei Liu 31 11 0 24 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 37 0 0 18 May 2023
Discharge Summary Hospital Course Summarisation of In Patient Electronic Health Record Text with Clinical Concept Guided Deep Pre-Trained Transformer Models Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 18 29 0 14 Nov 2022
TLDW: Extreme Multimodal Summarisation of News Videos Peggy Tang Kun Hu Lei Zhang Jiebo Luo Zhiyong Wang 19 9 0 16 Oct 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning D. Ghalandari Chris Hokamp Georgiana Ifrim 16 20 0 17 May 2022
Modeling Endorsement for Multi-Document Abstractive Summarization Logan Lebanoff Bingqing Wang Z. Feng Fei Liu 147 4 0 15 Oct 2021
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 53 29 0 09 Sep 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 207 21 0 07 Aug 2021
Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst 21 60 0 07 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 14 34 0 01 Jul 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT Tasnim Mohiuddin M Saiful Bari Chenyu You 19 8 0 09 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 27 60 0 01 Jun 2021
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 23 28 0 01 Jun 2021
Word-level Text Highlighting of Medical Texts for Telehealth Services Ozan Ozyegen D. Kabe Mucahit Cevik 49 17 0 21 May 2021
What's The Latest? A Question-driven News Chatbot Philippe Laban John F. Canny Marti A. Hearst 22 30 0 12 May 2021
A Sliding-Window Approach to Automatic Creation of Meeting Minutes Jia Jin Koay A. Roustai Xiaojin Dai Fei Liu 41 27 0 26 Apr 2021
Transductive Learning for Abstractive News Summarization Arthur Bravzinskas Mengwen Liu Ramesh Nallapati Sujith Ravi Markus Dreyer AI4TS 6 1 0 17 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 14 6 0 17 Apr 2021
Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick Hinrich Schütze 33 145 0 22 Dec 2020
How Domain Terminology Affects Meeting Summarization Performance Jia Jin Koay A. Roustai Xiaojin Dai Dillon Burns Alec Kerrigan Fei Liu BDL 31 26 0 02 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Chenyu You Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
Better Highlighting: Creating Sub-Sentence Summary Highlights Sangwoo Cho Kaiqiang Song Chen Li Dong Yu H. Foroosh Fei Liu 52 12 0 20 Oct 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020