BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text

BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text

22 May 2025

Ibrahim Al Azher

Miftahul Jannat Mokarrama

Sagnik Ray Choudhury

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Papers citing "BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text"

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Title
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article Ibrahim Al Azher Miftahul Jannat Mokarrama Zhishuai Guo Sagnik Ray Choudhury Hamed Alhoori LLMAG 83 2 0 20 Mar 2025
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations Ibrahim Al Azhar Venkata Devesh Reddy Hamed Alhoori A. Akella 82 5 0 08 Mar 2025
LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers Abdur Rahman Bin Md Faizullah Ashok Urlana Rahul Mishra 62 7 0 22 Mar 2024
MARG: Multi-Agent Review Generation for Scientific Papers Mike DÁrcy Tom Hope Larry Birnbaum Doug Downey LLMAG 27 40 0 08 Jan 2024
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks Dongfu Jiang Yishan Li Ge Zhang Wenhao Huang Bill Yuchen Lin Wenhu Chen ALM 72 69 0 01 Oct 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 391 4,388 0 09 Jun 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 105 248 0 08 Jun 2023
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 107 395 0 18 Nov 2021
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 288 2,050 0 18 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,298 0 23 Oct 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 181 602 0 05 Sep 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019