Galactica: A Large Language Model for Science

16 November 2022

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

50 / 143 papers shown

Title
LABOR-LLM: Language-Based Occupational Representations with Large Language Models Tianyu Du Ayush Kanodia Herman Brunborg Keyon Vafa Susan Athey 34 3 0 25 Jun 2024
PORT: Preference Optimization on Reasoning Traces Salem Lahlou Abdalgader Abubaker Hakim Hacid LRM 41 1 0 23 Jun 2024
Efficient Evolutionary Search Over Chemical Space with Large Language Models Haorui Wang Marta Skreta C. Ser Wenhao Gao Lingkai Kong ... Yanqiao Zhu Yuanqi Du Alán Aspuru-Guzik Kirill Neklyudov Chao Zhang 47 12 0 23 Jun 2024
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models Kehua Feng Keyan Ding Weijie Wang Xiang Zhuang Zeyuan Wang Ming Qin Yu Zhao Jianhua Yao Qiang Zhang H. Chen ELM 45 6 0 13 Jun 2024
MolX: Enhancing Large Language Models for Molecular Learning with A Multi-Modal Extension Khiem Le Zhichun Guo Kaiwen Dong Xiaobao Huang B. Nan Roshni G. Iyer Xiangliang Zhang Olaf Wiest Wei Wang Nitesh V. Chawla 41 8 0 10 Jun 2024
Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models Himangi Mittal Nakul Agarwal Shao-Yuan Lo Kwonjoon Lee 44 14 0 30 May 2024
Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization Dixuan Wang Yanda Li Junyuan Jiang Zepeng Ding Ziqin Luo Guochao Jiang Jiaqing Liang Deqing Yang 27 11 0 27 May 2024
RLSF: Reinforcement Learning via Symbolic Feedback Piyush Jha Prithwish Jana Arnav Arora Vijay Ganesh LRM 49 3 0 26 May 2024
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search Max Liu Chan-Hung Yu Wei-Hsu Lee Cheng-Wei Hung Yen-Chun Chen Shao-Hua Sun 55 4 0 26 May 2024
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing Jiabao Ji Bairu Hou Zhen Zhang Guanhua Zhang Wenqi Fan Qing Li Yang Zhang Gaowen Liu Sijia Liu Shiyu Chang AAML 40 5 0 18 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 47 18 0 09 Apr 2024
DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation Xinyu Ning Yutong Zhao Yitong Liu Hongwen Yang VLM 32 1 0 26 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 28 17 0 25 Mar 2024
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance Jiasheng Ye Peiju Liu Tianxiang Sun Yunhua Zhou Jun Zhan Xipeng Qiu 52 64 0 25 Mar 2024
Large Language Models are In-Context Molecule Learners Jiatong Li Wei Liu Zhihao Ding Wenqi Fan Yuqiang Li Qing Li 42 5 0 07 Mar 2024
SaulLM-7B: A pioneering Large Language Model for Law Pierre Colombo T. Pires Malik Boudiaf Dominic Culver Rui Melo ... Andre F. T. Martins Fabrizio Esposito Vera Lúcia Raposo Sofia Morgado Michael Desa ELM AILaw 49 66 0 06 Mar 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 46 25 0 06 Mar 2024
Citation-Enhanced Generation for LLM-based Chatbots Weitao Li Junkai Li Weizhi Ma Yang Liu 65 17 0 25 Feb 2024
An Evaluation of Large Language Models in Bioinformatics Research Hengchuang Yin Zhonghui Gu Fanhao Wang Yiparemu Abuduhaibaier Yanqiao Zhu Xinming Tu Xian-Sheng Hua Xiao Luo Yizhou Sun LM&MA 38 8 0 21 Feb 2024
ProtChatGPT: Towards Understanding Proteins with Large Language Models Chao Wang Hehe Fan Ruijie Quan Yi Yang 26 13 0 15 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 34 20 0 08 Feb 2024
LitLLM: A Toolkit for Scientific Literature Review Shubham Agarwal I. Laradji Laurent Charlin Christopher Pal Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 33 21 0 02 Feb 2024
VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models Yi Zhao Yilin Zhang Rong Xiang Jing Li Hillming Li 43 16 0 29 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models Jianqiao Lu Wanjun Zhong Yufei Wang Zhijiang Guo Qi Zhu ... Baojun Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu LRM 29 6 0 28 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 23 29 0 27 Jan 2024
Towards 3D Molecule-Text Interpretation in Language Models Sihang Li Zhiyuan Liu Yancheng Luo Xiang Wang Xiangnan He Kenji Kawaguchi Tat-Seng Chua Qi Tian AI4CE 33 42 0 25 Jan 2024
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model Shraman Pramanick Guangxing Han Rui Hou Sayan Nag Ser-Nam Lim Nicolas Ballas Qifan Wang Rama Chellappa Amjad Almahairi VLM MLLM 48 29 0 19 Dec 2023
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 19 4 0 17 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang Dawei Yin 41 8 0 14 Dec 2023
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 29 4 0 11 Dec 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 38 55 0 21 Nov 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter K. Wense 36 3 0 16 Oct 2023
Language models in molecular discovery Chaoqi Wang Yibo Jiang Chenghao Yang Han Liu Yuxin Chen 23 7 0 28 Sep 2023
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning J. Wang Chengyu Wang Chuanqi Tan Jun Huang Ming Gao KELM 34 4 0 26 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 66 703 0 19 Sep 2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Amir Rahimi Vanessa D’Amario Moyuru Yamada Kentaro Takemoto Tomotake Sasaki Xavier Boix 33 1 0 15 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 33 10 0 06 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 36 52 0 06 Sep 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 54 14 0 23 Aug 2023
Synergi: A Mixed-Initiative System for Scholarly Synthesis and Sensemaking Hyeonsu B Kang Sherry Wu Joseph Chee Chang A. Kittur 28 33 0 15 Aug 2023
Sci-CoT: Leveraging Large Language Models for Enhanced Knowledge Distillation in Small Models for Scientific QA Yuhan Ma Haiqi Jiang Chenyou Fan LRM 31 14 0 09 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 32 12 0 01 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 108 11,007 0 18 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 38 10 0 17 Jul 2023
Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction F. Laleye Loïc Rakotoson S. Massip 16 1 0 07 Jun 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 30 329 0 29 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 20 12 0 24 May 2023