Title
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery Yanbo Zhang S. Khan Adnan Mahmud Huck Yang Alexander Lavin ... James A. Evans Alan R. Bundy Jannis Brugger Jesper Tegner Hector Zenil LM&MA 60 1 0 22 May 2025
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Guangzhi Xiong Eric Xie Corey Williams Myles Kim Amir Hassan Shariatmadari Sikun Guo Stefan Bekiranov Aidong Zhang HILM LM&MA 92 0 0 20 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian Foster Ben Blaiszik 93 1 0 05 May 2025
EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers Jiadong Wang Weili Cao Kaicheng Wang Xiaoyue Wang Ashish Dalvi ... David E. Neal Maxim Khan Christopher D. Rosin R. Paturi Leon Bergen 45 0 0 25 Apr 2025
Autonomous LLM-driven research from data to human-verifiable research papers Tal Ifargan Lukas Hafner Maor Kern Ori Alcalay Roy Kishony 70 19 0 24 Apr 2024
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata Bohui Zhang Ioannis Reklos Nitisha Jain Albert Meroño-Peñuela Elena Simperl 47 9 0 15 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 88 303 0 14 Sep 2023
The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence Hector Zenil Jesper N. Tegnér Felipe S. Abrahão Alexander Lavin Vipin Kumar ... Carla P. Gomes J. Rowe James A. Evans H. Kitano Ross D. King AI4CE 29 13 0 09 Jul 2023
Accelerating science with human-aware artificial intelligence J. Sourati James A. Evans 34 43 0 02 Jun 2023
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 180 5,328 0 07 Jul 2021
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 144 786 0 30 Jan 2018