Galactica: A Large Language Model for Science

16 November 2022

Papers citing "Galactica: A Large Language Model for Science"

43 / 143 papers shown

Title
Emergent inabilities? Inverse scaling over the course of pretraining J. Michaelov Benjamin Bergen LRM ReLM 22 3 0 24 May 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 27 13 0 22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 38 119 0 21 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 26 0 0 20 May 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews Hye Sun Yun Iain J. Marshall T. Trikalinos Byron C. Wallace 24 16 0 19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 42 82 0 19 May 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training Zequn Liu Wei Zhang Yingce Xia Lijun Wu Shufang Xie Tao Qin M. Zhang Tie-Yan Liu 25 66 0 18 May 2023
Are Large Language Models Fit For Guided Reading? Peter Ochieng LM&MA ELM AI4Ed 24 2 0 18 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 30 29 0 14 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures Taigao Ma Haozhu Wang L. J. Guo 22 18 0 20 Apr 2023
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers James Prather B. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett B. Powell James Finnie-Ansley E. Santos 40 131 0 05 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 30 38 0 04 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 76 786 0 30 Mar 2023
No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning Thorsten Eisenhofer Erwin Quiring Jonas Moller Doreen Riepel Thorsten Holz Konrad Rieck AAML 26 6 0 25 Mar 2023
Scaling Expert Language Models with Unsupervised Domain Discovery Suchin Gururangan Margaret Li M. Lewis Weijia Shi Tim Althoff Noah A. Smith Luke Zettlemoyer MoE 25 46 0 24 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 29 507 0 07 Mar 2023
Elementwise Language Representation Du-Yeong Kim Jeeeun Kim 33 0 0 27 Feb 2023
Language Model Crossover: Variation through Few-Shot Prompting Elliot Meyerson M. Nelson Herbie Bradley Adam Gaier Arash Moradi Amy K. Hoover Joel Lehman VLM 34 79 0 23 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 70 61 0 09 Feb 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 38 102 0 02 Feb 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling Dimitrios Christofidellis Giorgio Giannone Jannis Born Ole Winther Teodoro Laino Matteo Manica AI4CE 19 79 0 29 Jan 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 4 56 0 24 Jan 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq R. Joty Boyang Albert Li Lidong Bing 24 233 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 29 583 0 20 Dec 2022
Chatbots in a Botnet World Forrest McKee David A. Noever 18 26 0 18 Dec 2022
GAMMT: Generative Ambiguity Modeling Using Multiple Transformers Xingcheng Xu 22 0 0 16 Nov 2022
Controllable Citation Sentence Generation with Language Models Nianlong Gu Richard H. R. Hahnloser 25 2 0 14 Nov 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo Liai Sun Yingce Xia Tao Qin Sheng Zhang Hoifung Poon Tie-Yan Liu MedIm AI4CE LM&MA 41 787 0 19 Oct 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 36 8 0 23 Sep 2022
In conversation with Artificial Intelligence: aligning language models with human values Atoosa Kasirzadeh Iason Gabriel 21 98 0 01 Sep 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 26 299 0 17 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 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 389 8,495 0 28 Jan 2022
DOCKSTRING: easy molecular docking yields better benchmarks for ligand design Miguel García-Ortegón G. Simm Austin Tripp José Miguel Hernández-Lobato A. Bender S. Bacallado 37 75 0 29 Oct 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 253 695 0 27 Aug 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 593 0 14 Jul 2021
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 99 80 0 12 Jul 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 261 4,489 0 23 Jan 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 222 812 0 13 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 616 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019