Computation and Language · Computer Science
Towards Human-Free Automatic Quality Evaluation of German Summarization
Neslihan Iskender, Oleg Vasilyev, Tim Polzehl, John Bohannon +1
2021-05-14
Computation and Language · Computer Science
Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM
Dong Yuan, Eti Rastogi, Fen Zhao, Sagar Goyal +2
2024-12-31
Computation and Language · Computer Science
LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation
Huyen Nguyen, Haoxuan Zhang, Yang Zhang, Junhua Ding +1
2026-04-29
Computation and Language · Computer Science
An Evaluation Framework for Legal Document Summarization
Ankan Mullick, Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik +2
2022-05-18
Computation and Language · Computer Science
PersonaMatrix: A Recipe for Persona-Aware Evaluation of Legal Summarization
Tsz Fung Pang, Maryam Berijanian, Thomas Orth, Breanna Shi +1
2026-03-24
Computation and Language · Computer Science
Large Language Models are Diverse Role-Players for Summarization Evaluation
Ning Wu, Ming Gong, Linjun Shou, Shining Liang +1
2023-09-20
Computation and Language · Computer Science
A Comparative Study of Quality Evaluation Methods for Text Summarization
Huyen Nguyen, Haihua Chen, Lavanya Pobbathi, Junhua Ding
2024-07-02
Computation and Language · Computer Science
How Far are We from Robust Long Abstractive Summarization?
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu +1
2022-11-01
Computation and Language · Computer Science
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao +7
2023-06-07
Computation and Language · Computer Science
Learning by Semantic Similarity Makes Abstractive Summarization Better
Wonjin Yoon, Yoon Sun Yeo, Minbyul Jeong, Bong-Jun Yi +1
2021-06-03
Computation and Language · Computer Science
MACSum: Controllable Summarization with Mixed Attributes
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang +5
2023-06-08
Computation and Language · Computer Science
Improving Abstraction in Text Summarization
Wojciech Kryściński, Romain Paulus, Caiming Xiong, Richard Socher
2018-08-27
Software Engineering · Computer Science
Evaluating Code Summarization Techniques: A New Metric and an Empirical Characterization
Antonio Mastropaolo, Matteo Ciniselli, Massimiliano Di Penta, Gabriele Bavota
2023-12-27
Computation and Language · Computer Science
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
Tohida Rehman, Soumabha Ghosh, Kuntal Das, Souvik Bhattacharjee +2
2025-03-14
Computation and Language · Computer Science
Benchmarking Large Language Models for News Summarization
Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang +2
2023-02-01
Software Engineering · Computer Science
LLMs as Evaluators: A Novel Approach to Evaluate Bug Report Summarization
Abhishek Kumar, Sonia Haiduc, Partha Pratim Das, Partha Pratim Chakrabarti
2024-09-04