Title
Your Weak LLM is Secretly a Strong Teacher for Alignment Leitian Tao Yixuan Li 123 9 0 13 Sep 2024
Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions Lingwei Meng Shujie Hu Jiawen Kang Zhaoqing Li Yuejiao Wang Wenxuan Wu Xixin Wu Xunying Liu Helen Meng AuLLM 144 5 0 13 Sep 2024
Salmon: A Suite for Acoustic Language Model Evaluation Gallil Maimon Amit Roth Yossi Adi ELM AuLLM 115 6 0 11 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 121 9 0 11 Sep 2024
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders Wentao Zhang Shuo Sun Bin Wang Xunlong Zou Zhuohan Liu Yingxu He Geyu Lin Nancy F. Chen Ai Ti Aw AuLLM 96 1 0 10 Sep 2024
Improving Pretraining Data Using Perplexity Correlations Tristan Thrush Christopher Potts Tatsunori Hashimoto 86 22 0 09 Sep 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi Karthikeyan N. Ramamurthy Erik Miehling Pierre Dognin Manish Nagireddy Amit Dhurandhar LLMSV 151 26 0 06 Sep 2024
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation Zhuoyan Luo Fengyuan Shi Yixiao Ge Yujiu Yang Limin Wang Ying Shan VLM 123 59 0 06 Sep 2024
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering Jan Hofmann Cornelia Sindermann Roman Klinger 109 0 0 06 Sep 2024
FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications Hao-Han Guo Kun Liu Fei-Yu Shen Yi-Chen Wu Xu Tang Kun Xie Kai-Tuo Xu Kun Xie Kai-Tuo Xu 88 27 0 05 Sep 2024
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model Junjie Li Yang Liu Weiqing Liu Shikai Fang Lewen Wang Chang Xu Jiang Bian VGen 100 4 0 04 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 131 0 0 03 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 107 3 0 03 Sep 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning Wei Chen Zhen Huang Liang Xie Binbin Lin Houqiang Li ... Deng Cai Yonggang Zhang Wenxiao Wang Xu Shen Jieping Ye 108 10 0 03 Sep 2024
Training on the Benchmark Is Not All You Need Shiwen Ni Xiangtao Kong Chengming Li Xiping Hu Ruifeng Xu Jia Zhu Min Yang 104 6 0 03 Sep 2024
Masked Mixers for Language Generation and Retrieval Benjamin L. Badger 134 0 0 02 Sep 2024
Does Alignment Tuning Really Break LLMs' Internal Confidence? Hongseok Oh Wonseok Hwang 102 0 0 31 Aug 2024
Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer Jinghan Yao Sam Ade Jacobs Masahiro Tanaka Olatunji Ruwase Hari Subramoni D. Panda 89 2 0 30 Aug 2024
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 101 1 0 30 Aug 2024
REFFLY: Melody-Constrained Lyrics Editing Model Songyan Zhao Bingxuan Li Yufei Tian Nanyun Peng 66 0 0 30 Aug 2024
Law of Vision Representation in MLLMs Shijia Yang Bohan Zhai Quanzeng You Jianbo Yuan Hongxia Yang Chenfeng Xu 88 12 0 29 Aug 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 95 6 0 29 Aug 2024
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals Wei-Bang Jiang Yansen Wang Bao-Liang Lu Dongsheng Li 109 13 0 27 Aug 2024
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang Philip Torr Mohamed Elhoseiny Adel Bibi 163 15 0 27 Aug 2024
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models Jinyang Wu Feihu Che Chuyuan Zhang Mingkuan Feng Shuai Zhang Pengpeng Shao Jianhua Tao 144 6 0 24 Aug 2024
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates Hui Wei Shenghua He Tian Xia Andy H. Wong Jingyang Lin Mei Han Mei Han ALM ELM 136 32 0 23 Aug 2024
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? Yi-Fan Zhang Huanyu Zhang Haochen Tian Chaoyou Fu Shuangqing Zhang ... Qingsong Wen Zhang Zhang Liwen Wang Rong Jin Tieniu Tan OffRL 112 52 0 23 Aug 2024
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang Yang Gan Yifu Huo Yongyu Mu Murun Yang ... Chunliang Zhang Tongran Liu Quan Du Di Yang Jingbo Zhu VLM 113 6 0 22 Aug 2024
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models Sepehr Kamahi Yadollah Yaghoobzadeh 94 0 0 21 Aug 2024
What can Large Language Models Capture about Code Functional Equivalence? Nickil Maveli Antonio Vergari Shay B. Cohen 78 4 0 20 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 108 10 0 19 Aug 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 87 0 0 19 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 187 3 0 19 Aug 2024
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs Jiancheng Dong Lei Jiang Wei Jin Lu Cheng 92 1 0 18 Aug 2024
CogLM: Tracking Cognitive Development of Large Language Models Xinglin Wang Peiwen Yuan Shaoxiong Feng Yiwei Li Boyuan Pan Heda Wang Yao Hu Kan Li ELM 99 0 0 17 Aug 2024
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts Qingkai Zeng Yuyang Bai Zhaoxuan Tan Zhenyu Wu Shangbin Feng Meng Jiang 79 7 0 17 Aug 2024
Beam Prediction based on Large Language Models Yucheng Sheng Kai Huang Le Liang Peng Liu Shi Jin Geoffrey Ye Li 55 12 0 16 Aug 2024
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Hao Fei DiffM 123 1 0 16 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 160 18 0 16 Aug 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions Chenming Tang Zhixiang Wang Hao Sun Yunfang Wu LRM 80 0 0 16 Aug 2024
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling Xianzhen Luo Yixuan Wang Qingfu Zhu Zhiming Zhang Xuanyu Zhang Qing Yang Dongliang Xu 65 9 0 16 Aug 2024
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Yan Li So-Eon Kim Seong-Bae Park S. Han 80 1 0 15 Aug 2024
Confidence-weighted integration of human and machine judgments for superior decision-making Felipe Yánez Xiaoliang Luo Omar Valerio Minero Bradley C. Love 102 2 0 15 Aug 2024
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering Jinming Nian Zhiyuan Peng Qifan Wang Yi Fang RALM 125 2 0 15 Aug 2024
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models Chenhui Hu Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 110 3 0 14 Aug 2024
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization Yuxin Jiang Bo Huang Yufei Wang Xingshan Zeng Liangyou Li Yasheng Wang Xin Jiang Lifeng Shang Ruiming Tang Wei Wang 99 7 0 14 Aug 2024
A semantic embedding space based on large language models for modelling human beliefs Byunghwee Lee Rachith Aiyappa Yong-Yeol Ahn Haewoon Kwak Jisun An 89 3 0 13 Aug 2024
The advantages of context specific language models: the case of the Erasmian Language Model João Gonçalves Nick Jelicic Michele Murgia Evert Stamhuis 67 0 0 13 Aug 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 233 557 0 12 Aug 2024
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models Hila Gonen Terra Blevins Alisa Liu Luke Zettlemoyer Noah A. Smith 103 5 0 12 Aug 2024