Exploring Neural Models for Query-Focused Summarization

14 December 2021

Papers citing "Exploring Neural Models for Query-Focused Summarization"

20 / 20 papers shown

Title
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches Adithya Pratapa Teruko Mitamura 94 1 0 10 Feb 2025
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 44 1 0 04 Jul 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
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
Learning to Rank Utterances for Query-Focused Meeting Summarization Xingxian Liu Yajing Xu RALM 20 3 0 22 May 2023
Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models D. Abdullah Shamanth Nayak Gandharv Suri Yllias Chali 30 2 0 10 Mar 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 34 7 0 10 Feb 2023
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 26 24 0 19 Dec 2022
SumREN: Summarizing Reported Speech about Events in News R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Heng Ji 24 5 0 02 Dec 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 54 30 0 21 Sep 2022
Efficient Long-Text Understanding with Short-Text Models Maor Ivgi Uri Shaham Jonathan Berant VLM 24 75 0 01 Aug 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 74 44 0 23 May 2022
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 36 45 0 22 Dec 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu 36 29 0 12 Oct 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 75 56 0 10 Sep 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul Mark J. F. Gales 21 5 0 08 Sep 2021
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 Shafiq R. Joty Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 0 23 Oct 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 282 2,015 0 28 Jul 2020