Title
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 46 48 0 15 Feb 2024
Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States Hanyu Duan Yi Yang Kar Yan Tam HILM 32 30 0 15 Feb 2024
An Accelerated Distributed Stochastic Gradient Method with Momentum Kun-Yen Huang Shi Pu Angelia Nedić 35 8 0 15 Feb 2024
PAL: Proxy-Guided Black-Box Attack on Large Language Models Chawin Sitawarin Norman Mu David Wagner Alexandre Araujo ELM 34 31 0 15 Feb 2024
ProtChatGPT: Towards Understanding Proteins with Large Language Models Chao Wang Hehe Fan Ruijie Quan Yi Yang 37 14 0 15 Feb 2024
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering Jiaxiang Liu Tong Zhou Yubo Chen Kang Liu Jun Zhao KELM 43 3 0 15 Feb 2024
Transformers Can Achieve Length Generalization But Not Robustly Yongchao Zhou Uri Alon Xinyun Chen Xuezhi Wang Rishabh Agarwal Denny Zhou 52 38 0 14 Feb 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents Cheng Qian Bingxiang He Zhuang Zhong Jia Deng Yujia Qin ... Zhong Zhang Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 40 30 0 14 Feb 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Yejie Wang Keqing He Guanting Dong Pei Wang Weihao Zeng ... Yutao Mou Mengdi Zhang Jingang Wang Xunliang Cai Weiran Xu ALM 33 10 0 14 Feb 2024
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Alex Havrilla Sharath Raparthy Christoforus Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Roberta Railneau ReLM LRM 41 51 0 13 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 27 1 0 13 Feb 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 35 12 0 13 Feb 2024
Higher Layers Need More LoRA Experts Chongyang Gao Kezhen Chen Jinmeng Rao Baochen Sun Ruibo Liu Daiyi Peng Yawen Zhang Xiaoyuan Guo Jie Yang V. Subrahmanian MoE 28 38 0 13 Feb 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models Haotian Sun Yuchen Zhuang Wei Wei Chao Zhang Bo Dai 27 3 0 13 Feb 2024
Active Preference Learning for Large Language Models William Muldrew Peter Hayes Mingtian Zhang David Barber 41 16 0 12 Feb 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets Israel Abebe Azime A. Tonja Tadesse Destaw Belay Mitiku Yohannes Fuge A. Wassie Eyasu Shiferaw Jada Yonas Chanie W. Sewunetie Seid Muhie Yimam 27 1 0 12 Feb 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models Mingzhe Du Anh Tuan Luu Bin Ji Qian Liu See-Kiong Ng ALM ELM OffRL 24 7 0 12 Feb 2024
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension Qian Yang Jin Xu Wenrui Liu Yunfei Chu Ziyue Jiang ... Yichong Leng Yuanjun Lv Zhou Zhao Chang Zhou Jingren Zhou LM&MA AuLLM ALM 49 64 0 12 Feb 2024
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning Gabriel Simmons Vladislav Savinov 26 1 0 12 Feb 2024
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy Simon Ging M. A. Bravo Thomas Brox VLM 51 11 0 11 Feb 2024
Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy Zehao Dong Yixin Chen Hiram Gay Yao Hao Geoff Hugo Pamela Samson Tianyu Zhao 47 0 0 11 Feb 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review A. Vats Vinija Jain Rahul Raja Aman Chadha LRM 35 13 0 11 Feb 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations Ankit Pal Malaikannan Sankarasubbu LM&MA 168 36 0 10 Feb 2024
NLP for Knowledge Discovery and Information Extraction from Energetics Corpora Francis G. VanGessel Efrem Perry Salil Mohan Oliver M. Barham Mark Cavolowsky 43 0 0 10 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 20 80 0 10 Feb 2024
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought Zhen-Yu Zhang Siwei Han Huaxiu Yao Gang Niu Masashi Sugiyama LLMAG LRM 19 2 0 10 Feb 2024
ChemLLM: A Chemical Large Language Model Di Zhang Wei Liu Qian Tan Jingdan Chen Hang Yan ... Dongzhan Zhou Shufei Zhang Mao Su Han-Sen Zhong Yuqiang Li AI4MH 47 36 0 10 Feb 2024
Exploring Group and Symmetry Principles in Large Language Models Shima Imani Hamid Palangi LRM 32 1 0 09 Feb 2024
ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling Siming Yan Min Bai Weifeng Chen Xiong Zhou Qixing Huang Erran L. Li VLM 25 19 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 377 0 09 Feb 2024
Rethinking Data Selection for Supervised Fine-Tuning Ming Shen 34 17 0 08 Feb 2024
Efficient Stagewise Pretraining via Progressive Subnetworks Abhishek Panigrahi Nikunj Saunshi Kaifeng Lyu Sobhan Miryoosefi Sashank J. Reddi Satyen Kale Sanjiv Kumar 38 5 0 08 Feb 2024
How do Transformers perform In-Context Autoregressive Learning? Michael E. Sander Raja Giryes Taiji Suzuki Mathieu Blondel Gabriel Peyré 45 9 0 08 Feb 2024
SpiRit-LM: Interleaved Spoken and Written Language Model Tu Nguyen Benjamin Muller Bokai Yu Marta R. Costa-jussá Maha Elbayad ... Itai Gat Gabriel Synnaeve Juan Pino Benoît Sagot Emmanuel Dupoux AuLLM VLM 58 34 0 08 Feb 2024
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents Yuxi Wei Zi Wang Yifan Lu Chenxin Xu Chang-rui Liu Hao Zhao Siheng Chen Yanfeng Wang VGen 65 61 0 08 Feb 2024
Real-World Robot Applications of Foundation Models: A Review Kento Kawaharazuka T. Matsushima Andrew Gambardella Jiaxian Guo Chris Paxton Andy Zeng OffRL VLM LM&Ro 51 47 0 08 Feb 2024
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention Haotong Qin Xudong Ma Xingyu Zheng Xiaoyang Li Yang Zhang Shouda Liu Jie Luo Xianglong Liu Michele Magno MQ 28 37 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 38 24 0 08 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 130 110 0 08 Feb 2024
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration Yihao Li Ru Zhang Jianyi Liu LRM 68 16 0 07 Feb 2024
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models Hyesung Jeon Yulhwa Kim Jae-Joon Kim MQ 29 4 0 07 Feb 2024
Data-efficient Large Vision Models through Sequential Autoregression Jianyuan Guo Zhiwei Hao Chengcheng Wang Yehui Tang Han Wu Han Hu Kai Han Chang Xu VLM 43 10 0 07 Feb 2024
SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph Julio Cesar Rangel Reyes T. M. Farias A. Sima Norio Kobayashi 27 13 0 07 Feb 2024
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models Josh Alman Zhao Song 37 12 0 07 Feb 2024
Dual-View Visual Contextualization for Web Navigation Jihyung Kil Chan Hee Song Boyuan Zheng Xiang Deng Yu-Chuan Su Wei-Lun Chao EgoV 24 14 0 06 Feb 2024
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls Yu Du Fangyun Wei Hongyang R. Zhang LLMAG 40 38 0 06 Feb 2024
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters Quan-Sen Sun Jinsheng Wang Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Xinlong Wang VLM CLIP MLLM 100 42 0 06 Feb 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 71 49 0 06 Feb 2024
EscherNet: A Generative Model for Scalable View Synthesis Xin Kong Shikun Liu Xiaoyang Lyu Marwan Taher Xiaojuan Qi Andrew J. Davison DiffM 88 42 0 06 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 41 5 0 06 Feb 2024