LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations

8 March 2025

Papers citing "LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations"

8 / 8 papers shown

Title
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text Ibrahim Al Azher Miftahul Jannat Mokarrama Zhishuai Guo Sagnik Ray Choudhury Hamed Alhoori 67 0 0 22 May 2025
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
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 108 117 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 432 4,422 0 09 Jun 2023
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 493 10,496 0 17 Jun 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 882 42,463 0 28 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 202 9,479 0 09 Feb 2018