Large Language Models

11 July 2023

Papers citing "Large Language Models"

42 / 92 papers shown

Title
Crafting Large Language Models for Enhanced Interpretability Chung-En Sun Tuomas P. Oikarinen Tsui-Wei Weng 25 6 0 05 Jul 2024
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages Mehant Kammakomati Sameer Pimparkhede Srikanth G. Tamilselvam Prince Kumar Pushpak Bhattacharyya ALM 40 0 0 03 Jul 2024
Captioning Visualizations with Large Language Models (CVLLM): A Tutorial Giuseppe Carenini Jordon Johnson Ali Salamatian VLM 46 0 0 27 Jun 2024
ColPali: Efficient Document Retrieval with Vision Language Models Manuel Faysse Hugues Sibille Tony Wu Bilel Omrani Gautier Viaud C´eline Hudelot Pierre Colombo VLM 60 21 0 27 Jun 2024
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges Mohammed Elhenawy Ahmad Abutahoun Taqwa I. Alhadidi Ahmed Jaber Huthaifa I. Ashqar Shadi Jaradat Ahmed Abdelhay Sébastien Glaser A. Rakotonirainy LLMAG LRM 26 12 0 26 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 37 11 0 23 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 69 50 0 12 Jun 2024
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery Xiaoshuai Song Muxi Diao Guanting Dong Zhengyang Wang Yujia Fu ... Yejie Wang Zhuoma Gongque Jianing Yu Qiuna Tan Weiran Xu ELM 47 10 0 12 Jun 2024
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models Cong Lu Shengran Hu Jeff Clune LLMAG 34 9 0 24 May 2024
Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation Matthew Raffel Victor Agostinelli Lizhong Chen 36 5 0 16 May 2024
Learning 3-Manifold Triangulations Francesco Costantino Yang-Hui He Elli Heyes Edward Hirst 38 0 0 15 May 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models Wenshan Wu Shaoguang Mao Yadong Zhang Yan Xia Li Dong Lei Cui Furu Wei LRM 54 18 0 04 Apr 2024
Stable Code Technical Report Nikhil Pinnaparaju Reshinth Adithyan Duy Phung J. Tow James Baicoianu ... Maksym Zhuravinskyi Dakota Mahan Marco Bellagente Carlos Riquelme Nathan Cooper LRM ALM 18 13 0 01 Apr 2024
RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model Jianhao Yuan Shuyang Sun Daniel Omeiza Bo-Lu Zhao Paul Newman Lars Kunze Matthew Gadd LRM 16 47 0 16 Feb 2024
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 30 27 0 07 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 53 29 0 02 Feb 2024
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering Xiaopeng Li Shasha Li Shezheng Song Huijun Liu Bing Ji ... Jun Ma Jie Yu Xiaodong Liu Jing Wang Weimin Zhang KELM 32 4 0 31 Jan 2024
Prompt Design and Engineering: Introduction and Advanced Methods Xavier Amatriain LLMAG AI4CE 16 46 0 24 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 51 18 0 03 Jan 2024
EHR Interaction Between Patients and AI: NoteAid EHR Interaction Xiaocheng Zhang Zonghai Yao Hong-ye Yu LM&MA 26 2 0 29 Dec 2023
Founder-GPT: Self-play to evaluate the Founder-Idea fit Sichao Xiong Yigit Ihlamur LRM 18 3 0 19 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 26 24 0 07 Dec 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 31 1 0 16 Nov 2023
AlpaCare:Instruction-tuned Large Language Models for Medical Application Xinlu Zhang Chenxin Tian Xianjun Yang Lichang Chen Zekun Li Linda R. Petzold LM&MA 22 57 0 23 Oct 2023
Enhancing Zero-Shot Crypto Sentiment with Fine-tuned Language Model and Prompt Engineering Rahman S. M. Wahidur Ishmam Tashdeed Manjit Kaur Heung-No Lee ALM 25 17 0 20 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 26 37 0 13 Oct 2023
Personality Understanding of Fictional Characters during Book Reading Mo Yu JiangNan Li Shunyu Yao Wenjie Pang Xiaochen Zhou Zhou Xiao Fandong Meng Jie Zhou 24 16 0 17 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 233 2,232 0 22 Mar 2023
Do Transformers Parse while Predicting the Masked Word? Haoyu Zhao A. Panigrahi Rong Ge Sanjeev Arora 74 31 0 14 Mar 2023
The Learnability of In-Context Learning Noam Wies Yoav Levine Amnon Shashua 117 91 0 14 Mar 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 23 208 0 16 Jan 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 49 307 0 19 Dec 2022
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks Vikas Raunak Arul Menezes 30 13 0 24 Oct 2022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs Albert Q. Jiang Sean Welleck Jin Peng Zhou Wenda Li Jiacheng Liu M. Jamnik Timothée Lacroix Yuhuai Wu Guillaume Lample AIMat 58 157 0 21 Oct 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 240 456 0 24 Sep 2022
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 120 316 0 21 Sep 2022
Provably Confidential Language Modelling Xuandong Zhao Lei Li Yu-Xiang Wang MU 6 15 0 04 May 2022
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 221 402 0 24 Feb 2021
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 57 288 0 10 Dec 2020
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 226 4,424 0 23 Jan 2020
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,184 0 30 Nov 2014
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013