Title
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits Ehsan Lotfi Maxime De Bruyn Jeska Buhmann Walter Daelemans 27 3 0 14 Jan 2024
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models Zhengxin Zhang Dan Zhao Xupeng Miao Gabriele Oliaro Qing Li Yong-jia Jiang Zhihao Jia MQ 51 7 0 13 Jan 2024
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements Anton Voronov Lena Wolf Max Ryabinin 35 47 0 12 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style Representations Rafael Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 30 24 0 12 Jan 2024
Multi-Candidate Speculative Decoding Sen Yang Shujian Huang Xinyu Dai Jiajun Chen BDL 28 16 0 12 Jan 2024
Extreme Compression of Large Language Models via Additive Quantization Vage Egiazarian Andrei Panferov Denis Kuznedelev Elias Frantar Artem Babenko Dan Alistarh MQ 102 91 0 11 Jan 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning Shuai Zhao Meihuizi Jia Anh Tuan Luu Fengjun Pan Jinming Wen AAML 33 37 0 11 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 21 2 0 11 Jan 2024
An EcoSage Assistant: Towards Building A Multimodal Plant Care Dialogue Assistant Mohit Tomar Abhisek Tiwari Tulika Saha Prince Jha Sriparna Saha 22 1 0 10 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 47 71 0 10 Jan 2024
How predictable is language model benchmark performance? David Owen ELM LRM 27 19 0 09 Jan 2024
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation Mahdi Nikdan Soroush Tabesh Elvir Crnčević Dan Alistarh 16 27 0 09 Jan 2024
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models Xue Zhang Xiangyu Shi Xinyue Lou Rui Qi Yufeng Chen Jinan Xu Wenjuan Han 47 4 0 09 Jan 2024
Private Fine-tuning of Large Language Models with Zeroth-order Optimization Xinyu Tang Ashwinee Panda Milad Nasr Saeed Mahloujifar Prateek Mittal 50 18 0 09 Jan 2024
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference Zirui Liu Qingquan Song Q. Xiao Sathiya Keerthi Selvaraj Rahul Mazumder Aman Gupta Xia Hu 45 4 0 08 Jan 2024
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning Wenhan Xia Chengwei Qin Elad Hazan 60 55 0 08 Jan 2024
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs Shulin Zeng Jun Liu Guohao Dai Xinhao Yang Tianyu Fu ... Zehao Wang Ruoyu Zhang Kairui Wen Xuefei Ning Yu Wang 62 56 0 08 Jan 2024
TeleChat Technical Report Zhongjiang He Zihan Wang Xinzhan Liu Shixuan Liu Yitong Yao ... Zilu Huang Sishi Xiong Yuxiang Zhang Chao Wang Shuangyong Song AI4MH LRM ALM 66 3 0 08 Jan 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models Yiwei Qin Kaiqiang Song Yebowen Hu Wenlin Yao Sangwoo Cho Xiaoyang Wang Xuansheng Wu Fei Liu Pengfei Liu Dong Yu ELM 36 42 0 07 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Guoying Zhao Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 31 12 0 07 Jan 2024
Human-Instruction-Free LLM Self-Alignment with Limited Samples Hongyi Guo Yuanshun Yao Wei Shen Jiaheng Wei Xiaoying Zhang Zhaoran Wang Yang Liu 95 21 0 06 Jan 2024
CaMML: Context-Aware Multimodal Learner for Large Models Yixin Chen Shuai Zhang Boran Han Tong He Bo Li VLM 32 4 0 06 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 39 14 0 05 Jan 2024
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 72 361 0 04 Jan 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training Longtian Qiu Shan Ning Xuming He VLM 51 3 0 04 Jan 2024
PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Holdém via Large Language Model Chenghao Huang Yanbo Cao Yinlong Wen Tao Zhou Yanru Zhang OffRL LLMAG 37 6 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 45 65 0 04 Jan 2024
The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny? T. Besiroglu S. Bergerson Amelia Michael Lennart Heim Xueyun Luo Neil Thompson 32 11 0 04 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 47 53 0 04 Jan 2024
PLLaMa: An Open-source Large Language Model for Plant Science Xianjun Yang Junfeng Gao Wenxin Xue Erik Alexandersson 51 19 0 03 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 50 25 0 03 Jan 2024
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Zirui Liu Chia-Yuan Chang Huiyuan Chen Xia Hu 47 101 0 02 Jan 2024
Quokka: An Open-source Large Language Model ChatBot for Material Science Xianjun Yang Stephen D. Wilson Linda R. Petzold OSLM 47 2 0 02 Jan 2024
Fast and Optimal Weight Update for Pruned Large Language Models Vladimír Boza 37 6 0 01 Jan 2024
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training Alex Jinpeng Wang Linjie Li Kevin Qinghong Lin Jianfeng Wang Kevin Lin Zhengyuan Yang Lijuan Wang Mike Zheng Shou VLM VGen 35 12 0 01 Jan 2024
GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation Zifan Wang Junyu Chen Ziqing Chen Pengwei Xie Rui Chen Li Yi 43 9 0 01 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Terry Yue Zhuo A. Zebaze Nitchakarn Suppattarachai Leandro von Werra H. D. Vries Qian Liu Niklas Muennighoff ALM 43 16 0 01 Jan 2024
Boosting Large Language Model for Speech Synthesis: An Empirical Study Hong-ping Hao Long Zhou Shujie Liu Jinyu Li Shujie Hu Rui Wang Furu Wei 34 18 0 30 Dec 2023
Uncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensembles Yuanzhao Zhai Han Zhang Yu Lei Yue Yu Kele Xu Dawei Feng Bo Ding Huaimin Wang AI4CE 81 33 0 30 Dec 2023
Unicron: Economizing Self-Healing LLM Training at Scale Tao He Xue Li Zhibin Wang Kun Qian Jingbo Xu Wenyuan Yu Jingren Zhou 27 15 0 30 Dec 2023
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs Shaojie Zhu Zhaobin Wang Chengxiang Zhuo Hui Lu Bo Hu Zang Li LRM 35 0 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 29 16 0 29 Dec 2023
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Ping Luo Jiebo Luo Chenliang Xu VLM 70 84 0 29 Dec 2023
The LLM Surgeon Tycho F. A. van der Ouderaa Markus Nagel M. V. Baalen Yuki Markus Asano Tijmen Blankevoort 41 14 0 28 Dec 2023
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 31 5 0 28 Dec 2023
Fast Inference of Mixture-of-Experts Language Models with Offloading Artyom Eliseev Denis Mazur MoE 19 43 0 28 Dec 2023
Optimizing watermarks for large language models Bram Wouters WaLM 33 4 0 28 Dec 2023
Rethinking Tabular Data Understanding with Large Language Models Tianyang Liu Fei Wang Muhao Chen ReLM LMTD LRM 37 13 0 27 Dec 2023
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 105 96 0 26 Dec 2023
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 47 36 0 26 Dec 2023