Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control

5 July 2022

Yingbo Zhou

Papers citing "Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control"

26 / 26 papers shown

Title
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 43 0 0 20 Feb 2025
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries Kishan Maharaj Vitobha Munigala Srikanth G. Tamilselvam Prince Kumar Sayandeep Sen Palani Kodeswaran Abhijit Mishra Pushpak Bhattacharyya HILM 31 0 0 17 Oct 2024
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 54 1 0 26 Sep 2024
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Taiji Li Zhi Li Yin Zhang HILM 30 5 0 31 Jul 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs Mihir Parmar Hanieh Deilamsalehy Franck Dernoncourt Seunghyun Yoon Ryan A. Rossi Trung Bui 32 2 0 05 Jul 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
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation Zizhong Li Haopeng Zhang Jiawei Zhang RALM 43 1 0 19 Feb 2024
Evaluation of Faithfulness Using the Longest Supported Subsequence Anirudh Mittal Timo Schick Mikel Artetxe Jane Dwivedi-Yu ALM 13 0 0 23 Aug 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 24 3 0 12 Aug 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 14 9 0 31 May 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 26 17 0 25 May 2023
SummIt: Iterative Text Summarization via ChatGPT Haopeng Zhang Xiao Liu Jiawei Zhang 33 64 0 24 May 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 36 10 0 20 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 28 2 0 11 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 63 40 0 02 May 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization David Wan Mengwen Liu Kathleen McKeown Markus Dreyer Mohit Bansal HILM 111 32 0 06 Mar 2023
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 19 35 0 20 Dec 2022
Improved Beam Search for Hallucination Mitigation in Abstractive Summarization A. Sridhar Erik M. Visser HILM 26 14 0 06 Dec 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 17 44 0 09 Oct 2022
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 157 0 18 Feb 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 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 Shafiq R. Joty Dragomir R. Radev Yashar Mehdad 119 95 0 24 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,652 0 16 Mar 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,430 0 22 Aug 2019