Title
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 49 8 0 17 Jun 2024
Threat Modelling and Risk Analysis for Large Language Model (LLM)-Powered Applications Stephen Burabari Tete 34 7 0 16 Jun 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Zhuofeng Li Zixing Gou Xiangnan Zhang Zhongyuan Liu Sirui Li Yuntong Hu Chen Ling Zheng Zhang Liang Zhao 42 6 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 44 5 0 14 Jun 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors Ying Zhou Ben He Le Sun DeLMO 34 1 0 13 Jun 2024
Online Bandit Learning with Offline Preference Data for Improved RLHF Akhil Agnihotri Rahul Jain Deepak Ramachandran Zheng Wen OffRL 37 2 0 13 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 38 6 0 12 Jun 2024
Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models Yi-Fan Zhang Qingsong Wen Chaoyou Fu Xue Wang Zhang Zhang L. Wang Rong Jin 34 40 0 12 Jun 2024
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen Yi Chen Aniket Rege Ramya Korlakai Vinayak 40 17 0 12 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 52 11 0 12 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 66 227 0 10 Jun 2024
Can I understand what I create? Self-Knowledge Evaluation of Large Language Models Zhiquan Tan Lai Wei Jindong Wang Xing Xie Weiran Huang ELM LRM 35 5 0 10 Jun 2024
Prompting Large Language Models with Audio for General-Purpose Speech Summarization Wonjune Kang Deb Roy LRM 29 7 0 10 Jun 2024
VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers Sanyuan Chen Shujie Liu Long Zhou Yanqing Liu Xu Tan Jinyu Li Sheng Zhao Yao Qian Furu Wei VLM 47 65 0 08 Jun 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation I-Hung Hsu Zifeng Wang Long T. Le Lesly Miculicich Nanyun Peng Chen-Yu Lee Tomas Pfister HILM 29 4 0 08 Jun 2024
Can Language Models Use Forecasting Strategies? Sarah Pratt Seth Blumberg Pietro K. Carolino Meredith Ringel Morris ELM 37 3 0 06 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 45 34 0 06 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 41 29 0 06 Jun 2024
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training Ao Sun Weilin Zhao Xu Han Cheng Yang Zhiyuan Liu Chuan Shi Maosong Sun 31 7 0 05 Jun 2024
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models Jinhao Li Haopeng Li S. Erfani Lei Feng James Bailey Feng Liu VLM 31 3 0 05 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 51 28 0 04 Jun 2024
Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing V. Trinh Rosy Southwell Yiwen Guan Xinlu He Zhiyong Wang Jacob Whitehill OffRL 36 2 0 04 Jun 2024
The current status of large language models in summarizing radiology report impressions Danqing Hu Shanyuan Zhang Qing Liu Xiaofeng Zhu Bing Liu LM&MA 26 1 0 04 Jun 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 35 17 0 03 Jun 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 28 18 0 03 Jun 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners Shuyang Jiang Yusheng Liao Ya-Qin Zhang Yu Wang Yanfeng Wang 29 3 0 30 May 2024
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths Kaixuan Huang Xudong Guo Mengdi Wang 38 19 0 30 May 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases Zian Su Xiangzhe Xu Ziyang Huang Kaiyuan Zhang Xiangyu Zhang 34 5 0 30 May 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 42 4 0 29 May 2024
Cascade-Aware Training of Language Models Congchao Wang Sean Augenstein Keith Rush Wittawat Jitkrittum Harikrishna Narasimhan A. S. Rawat A. Menon Alec Go 33 4 0 29 May 2024
Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities Vicky Zayats Peter Chen Melissa Ferrari Dirk Padfield AI4CE 38 0 0 29 May 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms Clayton Sanford Bahare Fatemi Ethan Hall Anton Tsitsulin Seyed Mehran Kazemi Jonathan J. Halcrow Bryan Perozzi Vahab Mirrokni 41 30 0 28 May 2024
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations Alexander Hägele Elie Bakouch Atli Kosson Loubna Ben Allal Leandro von Werra Martin Jaggi 38 34 0 28 May 2024
OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning Pengxiang Li Lu Yin Xiaowei Gao Shiwei Liu 26 7 0 28 May 2024
FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models Yang Zhang Yawei Li Xinpeng Wang Qianli Shen Barbara Plank Bernd Bischl Mina Rezaei Kenji Kawaguchi 55 7 0 28 May 2024
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment Jiaxiang Li Siliang Zeng Hoi-To Wai Chenliang Li Alfredo García Mingyi Hong 66 15 0 28 May 2024
Prompt Optimization with Human Feedback Xiaoqiang Lin Zhongxiang Dai Arun Verma See-Kiong Ng P. Jaillet K. H. Low AAML 36 8 0 27 May 2024
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering Hongyu Yang Liyang He Min Hou Shuanghong Shen Rui Li Jiahui Hou Jianhui Ma Junda Zhao 27 4 0 27 May 2024
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection Yun Zhu Jia-Chen Gu Caitlin Sikora Ho Ko Yinxiao Liu ... Lei Shu Liangchen Luo Lei Meng Bang Liu Jindong Chen RALM 24 14 0 25 May 2024
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models Xudong Lu Aojun Zhou Yuhui Xu Renrui Zhang Peng Gao Hongsheng Li 29 7 0 25 May 2024
Large Language Model Pruning Hanjuan Huang Hao-Jia Song H. Pao 38 0 0 24 May 2024
Optimizing Large Language Models for OpenAPI Code Completion Bohdan Petryshyn M. Lukoševičius LLMAG ALM 37 0 0 24 May 2024
When Generative AI Meets Workplace Learning: Creating A Realistic & Motivating Learning Experience With A Generative PCA Andreas Bucher Birgit Schenk Mateusz Dolata Gerhard Schwabe 23 0 0 24 May 2024
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs Siyuan Guo Aniket Didolkar Nan Rosemary Ke Anirudh Goyal Ferenc Huszár Bernhard Schölkopf 44 3 0 24 May 2024
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs Chenxi Sun Hongzhi Zhang Zijia Lin Jingyuan Zhang Fuzheng Zhang ... Bin Chen Chengru Song Di Zhang Kun Gai Deyi Xiong 38 1 0 24 May 2024
EdgeShard: Efficient LLM Inference via Collaborative Edge Computing Mingjin Zhang Jiannong Cao Xiaoming Shen Zeyang Cui 37 47 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 42 0 23 May 2024
Why Not Transform Chat Large Language Models to Non-English? Xiang Geng Ming Zhu Jiahuan Li Zhejian Lai Wei Zou ... Xinglin Lyu Min Zhang Jiajun Chen Hao Yang Shujian Huang 37 2 0 22 May 2024
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers Andrew Marmon Grant Schindler José Lezama Dan Kondratyuk Bryan Seybold Irfan Essa VGen ViT DiffM 34 3 0 21 May 2024