LitLLM: A Toolkit for Scientific Literature Review

2 February 2024

Krishnamurthy DJ Dvijotham

Jason Stanley

Laurent Charlin

Christopher Pal

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Papers citing "LitLLM: A Toolkit for Scientific Literature Review"

42 / 42 papers shown

Title
Robin: A multi-agent system for automating scientific discovery Ali E. Ghareeb Benjamin Chang Ludovico Mitchener Angela Yiu Caralyn J. Szostkiewicz Jon M. Laurent Muhammed T. Razzak A. White Michaela M. Hinks Samuel G. Rodriques 29 2 0 19 May 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery Tianshi Zheng Zheye Deng Hong Ting Tsang Weiqi Wang Jiaxin Bai Zihao Wang Yangqiu Song LLMAG LM&Ro 69 2 0 19 May 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents Rui Qiu Shijie Chen Yu-Chuan Su Po-Yin Yen Han-Wei Shen 47 0 0 21 Apr 2025
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System Zhiyuan Wen Jiannong Cao Zian Wang Beichen Guo Ruosong Yang Shuaiqi Liu 59 0 0 31 Mar 2025
Towards properties of adversarial image perturbations Egor Kuznetsov Kirill Aistov Maxim Koroteev 130 0 0 18 Mar 2025
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents Kunlun Zhu Hongyi Du Zhaochen Hong Xiaocheng Yang Shuyi Guo ... Zhenhailong Wang Cheng Qian Xiangru Tang Heng Ji Jiaxuan You LLMAG 97 8 0 03 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 100 1 0 03 Mar 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents Patrick Tser Jern Kon Jiachen Liu Qiuyi Ding Yiming Qiu Zhenning Yang Yibo Huang Jayanth Srinivasa Myungjin Lee Mosharaf Chowdhury Ang Chen 69 6 0 22 Feb 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 158 308 0 31 Dec 2024
Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Fernando Gabriela Garcia Spencer Burns Harrison Fuller 110 0 0 03 Dec 2024
Contextualized AI for Cyber Defense: An Automated Survey using LLMs Christoforus Yoga Haryanto Anne Maria Elvira Trung Duc Nguyen Minh Hieu Vu Yoshiano Hartanto Emily Lomempow Arathi Arakala 54 0 0 20 Sep 2024
Good Idea or Not, Representation of LLM Could Tell Yi Xu Bo Xue Shuqian Sheng Cheng Deng Jiaxin Ding Zanwei Shen Luoyi Fu Xinbing Wang Chenghu Zhou 61 2 0 07 Sep 2024
The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review Dmitry Scherbakov Nina C. Hubig Vinita Jansari A. Bakumenko Leslie A. Lenert ELM 94 7 0 06 Sep 2024
Automated Review Generation Method Based on Large Language Models Shican Wu Xiao Ma Dehui Luo Lulu Li Xiangcheng Shi ... Ran Luo Chunlei Pei Zhijian Zhao Zhi-Jian Zhao Jinlong Gong 103 0 0 30 Jul 2024
LLAssist: Simple Tools for Automating Literature Review Using Large Language Models Christoforus Yoga Haryanto 73 4 0 19 Jul 2024
SciQu: Accelerating Materials Properties Prediction with Automated Literature Mining for Self-Driving Laboratories Anand Babu 61 0 0 11 Jul 2024
When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings Jérémy Perez Corentin Léger Grgur Kovač Cédric Colas Gaia Molinaro Maxime Derex Pierre-Yves Oudeyer Clément Moulin-Frier 63 1 0 05 Jul 2024
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows Xingjian Zhang Yutong Xie Jin Huang Jinge Ma Zhaoying Pan ... Ziyang Xiong Tolga Ergen Dongsub Shim Honglak Lee Qiaozhu Mei 66 12 0 10 Jun 2024
Language Models Can Reduce Asymmetry in Information Markets Nasim Rahaman Martin Weiss Manuel Wüthrich Yoshua Bengio Erran L. Li C. Pal Bernhard Schölkopf 51 7 0 21 Mar 2024
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary Yutong Li Lu Chen Aiwei Liu Kai Yu Lijie Wen 46 21 0 05 Mar 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 126 1,748 1 18 Dec 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 105 838 0 09 Nov 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 101 308 0 14 Aug 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 60 324 0 15 May 2023
The Semantic Scholar Open Data Platform Rodney Michael Kinney Chloe Anastasiades Russell Authur Iz Beltagy Jonathan Bragg ... Caroline M Wu Jiangjiang Yang Angele Zamarron Madeleine van Zuylen Daniel S. Weld 89 102 0 24 Jan 2023
Do DALL-E and Flamingo Understand Each Other? Hang Li Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp MLLM 42 12 0 23 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 56 36 0 16 Dec 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 98 763 0 16 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 146 878 0 03 Nov 2022
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Zijia Zhao Longteng Guo Xingjian He Shuai Shao Zehuan Yuan Jing Liu 75 9 0 09 Oct 2022
EditEval: An Instruction-Based Benchmark for Text Improvements Jane Dwivedi-Yu Timo Schick Zhengbao Jiang Maria Lomeli Patrick Lewis Gautier Izacard Edouard Grave Sebastian Riedel Fabio Petroni 72 28 0 27 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 488 4,402 0 24 May 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 120 3,723 0 03 Sep 2021
Retrieval Augmented Code Generation and Summarization Md. Rizwan Parvez W. Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 57 188 0 26 Aug 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 55 546 0 14 Apr 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 253 316 0 02 Mar 2021
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog David Thulke Nico Daheim Christian Dugast Hermann Ney RALM 63 49 0 09 Feb 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 215 4,244 0 01 Jan 2021
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu Yue Dong Laurent Charlin AILaw 60 120 0 27 Oct 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 41 165 0 09 Jun 2020
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 702 41,736 0 28 May 2020
Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild Abubakar Abid Ali Abdalla Ali Abid Dawood Khan Abdulrahman Alfozan James Zou 45 208 0 06 Jun 2019