Title
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 54 55 0 05 Mar 2024
How Well Can Transformers Emulate In-context Newton's Method? Angeliki Giannou Liu Yang Tianhao Wang Dimitris Papailiopoulos Jason D. Lee 43 17 0 05 Mar 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal Nitin Kedia Ashish Panwar Jayashree Mohan Nipun Kwatra Bhargav S. Gulavani Alexey Tumanov Ramachandran Ramjee 57 165 0 04 Mar 2024
Using LLMs for the Extraction and Normalization of Product Attribute Values Alexander Brinkmann Nick Baumann Christian Bizer 32 10 0 04 Mar 2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium Hyewon Jeong Sarah Jabbour Yuzhe Yang Rahul Thapta Hussein Mozannar ... Linying Zhang Harvineet Singh Tom Hartvigsen Helen Zhou Chinasa T. Okolo VLM AI4TS OOD 48 2 0 03 Mar 2024
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention Tianyi Zhang Jonah Yi Bowen Yao Zhaozhuo Xu Anshumali Shrivastava MQ 29 6 0 02 Mar 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 40 6 0 02 Mar 2024
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission Zeling Zhang Dongqi Cai Yiran Zhang Mengwei Xu Shangguang Wang Ao Zhou 45 4 0 01 Mar 2024
Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap Saurabh Srivastava B. AnnaroseM V. AntoP Shashank Menon Ajay Sukumar T. AdwaithSamod Alan Philipose Stevin Prince Sooraj Thomas ELM ReLM LRM 42 46 0 29 Feb 2024
Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy P. Schoenegger Indre Tuminauskaite Peter S. Park Rafael Valdece Sousa Bastos P. Tetlock 55 28 0 29 Feb 2024
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models Jenish Maharjan A. Garikipati N. Singh Leo Cyrus Mayank Sharma M. Ciobanu G. Barnes R. Thapa Q. Mao R. Das LM&MA ELM 47 26 0 29 Feb 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Käser AI4Ed 46 5 0 29 Feb 2024
Beyond Language Models: Byte Models are Digital World Simulators Shangda Wu Xu Tan Zili Wang Rui Wang Xiaobing Li Maosong Sun 35 13 0 29 Feb 2024
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning Subhabrata Dutta Joykirat Singh Soumen Chakrabarti Tanmoy Chakraborty LRM 50 24 0 28 Feb 2024
CogBench: a large language model walks into a psychology lab Julian Coda-Forno Marcel Binz Jane X. Wang Eric Schulz ELM ALM LLMAG LM&MA 69 34 0 28 Feb 2024
Evaluating Quantized Large Language Models Shiyao Li Xuefei Ning Luning Wang Tengxuan Liu Xiangsheng Shi Shengen Yan Guohao Dai Huazhong Yang Yu Wang MQ 45 47 0 28 Feb 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 53 4 0 28 Feb 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 71 61 0 28 Feb 2024
SparseLLM: Towards Global Pruning for Pre-trained Language Models Guangji Bai Yijiang Li Chen Ling Kibaek Kim Liang Zhao 47 7 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 62 68 0 27 Feb 2024
Towards Optimal Learning of Language Models Yuxian Gu Li Dong Y. Hao Qingxiu Dong Minlie Huang Furu Wei 39 7 0 27 Feb 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 53 46 0 27 Feb 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 101 12 0 26 Feb 2024
AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation Yasheng Sun Wenqing Chu Hang Zhou Kaisiyuan Wang Hideki Koike 42 5 0 25 Feb 2024
Building Flexible Machine Learning Models for Scientific Computing at Scale Tianyu Chen Haoyi Zhou Ying Li Hao Wang Chonghan Gao Shanghang Zhang Jianxin Li AI4CE 37 0 0 25 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 46 1 0 24 Feb 2024
Intelligent Director: An Automatic Framework for Dynamic Visual Composition using ChatGPT Sixiao Zheng Jingyang Huo Yu Wang Yanwei Fu VGen DiffM 44 1 0 24 Feb 2024
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen Jialin Song Pu Ren Shashank Subramanian Dmitriy Morozov Michael W. Mahoney AI4CE 57 12 0 24 Feb 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? Yiping Jin Leo Wanner A. Shvets 23 2 0 23 Feb 2024
Artificial Intelligence for Complex Network: Potential, Methodology and Application Jingtao Ding Chang Liu Y. Zheng Yunke Zhang Zihan Yu ... Hongyi Chen J. Piao Huandong Wang Jiazhen Liu Yong Li AI4CE 48 11 0 23 Feb 2024
Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition Yufei Huang Shengding Hu Xu Han Zhiyuan Liu Maosong Sun 70 14 0 23 Feb 2024
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving Mehdi Azarafza M. Nayyeri Charles Steinmetz Steffen Staab A. Rettberg LRM 49 9 0 21 Feb 2024
Dynamic Evaluation of Large Language Models by Meta Probing Agents Kaijie Zhu Jindong Wang Qinlin Zhao Ruochen Xu Xing Xie 52 31 0 21 Feb 2024
FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing Xiao-Yang Liu Jie Zhang Guoxuan Wang Weiqin Tong Anwar Elwalid 36 4 0 21 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 32 30 0 21 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 57 104 0 20 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 77 4 0 20 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David Wagner AAML SILM 66 9 0 20 Feb 2024
Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability Xue-Qing Qian Yu Wang Simian Luo Yinda Zhang Ying Tai ... Xiangyang Xue Bo Zhao Tiejun Huang Yunsheng Wu Yanwei Fu 38 6 0 19 Feb 2024
Simulacra as Conscious Exotica Murray Shanahan LM&Ro 52 8 0 19 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 65 6 0 18 Feb 2024
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers Shuzhou Yuan Ercong Nie Bolei Ma Michael Farber 49 3 0 18 Feb 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 27 0 0 17 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 30 2 0 16 Feb 2024
Understanding In-Context Learning with a Pelican Soup Framework Ting-Rui Chiang Dani Yogatama 29 3 0 16 Feb 2024
Measuring and Reducing LLM Hallucination without Gold-Standard Answers Jiaheng Wei Yuanshun Yao Jean-François Ton Hongyi Guo Andrew Estornell Yang Liu HILM 55 18 0 16 Feb 2024
Language Models with Conformal Factuality Guarantees Christopher Mohri Tatsunori Hashimoto HILM 53 34 0 15 Feb 2024
LAPDoc: Layout-Aware Prompting for Documents Marcel Lamott Yves-Noel Weweler A. Ulges Faisal Shafait Dirk Krechel Darko Obradovic 59 5 0 15 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs Chenyang Shao Fengli Xu Bingbing Fan Jingtao Ding Yuan Yuan Meng Wang Yong Li LRM 32 6 0 15 Feb 2024