Materials science in the era of large language models: a perspective

11 March 2024

Papers citing "Materials science in the era of large language models: a perspective"

12 / 12 papers shown

Title
Generative AI Uses and Risks for Knowledge Workers in a Science Organization Kelly B. Wagman Matthew T. Dearing Marshini Chetty AI4CE 31 0 0 27 Jan 2025
Generative Hierarchical Materials Search Sherry Yang Simon L. Batzner Ruiqi Gao Muratahan Aykol Alexander L. Gaunt Brendan McMorrow Danilo J. Rezende Dale Schuurmans Igor Mordatch E. D. Cubuk AI4CE 27 5 0 10 Sep 2024
OLMo: Accelerating the Science of Language Models Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Michael Kinney ... Jesse Dodge Kyle Lo Luca Soldaini Noah A. Smith Hanna Hajishirzi OSLM 124 349 0 01 Feb 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 209 1,701 0 07 Apr 2023
Housekeep: Tidying Virtual Households using Commonsense Reasoning Yash Kant Arun Ramachandran Sriram Yenamandra Igor Gilitschenski Dhruv Batra Andrew Szot Harsh Agrawal LM&Ro LRM 138 70 0 22 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 38 174 0 30 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 239 1,508 0 31 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019