Title
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs Jiancheng Dong Lei Jiang Wei Jin Lu Cheng 110 1 0 18 Aug 2024
MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair Meghdad Dehghan Jie JW Wu Fatemeh H. Fard Ali Ouni MoMe 99 2 0 18 Aug 2024
CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions Matan Levi Yair Alluouche Daniel Ohayon Anton Puzanov 88 6 0 17 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 112 41 0 17 Aug 2024
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger Yulin Chen Haoran Li Zihao Zheng Zihao Zheng Yangqiu Song Bryan Hooi 190 7 0 17 Aug 2024
SEAL: Systematic Error Analysis for Value ALignment Manon Revel Matteo Cargnelutti Tyna Eloundou Greg Leppert 106 5 0 16 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 112 3 0 16 Aug 2024
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning Wenwen Zhuang Xin Huang Xiantao Zhang Jin Zeng LRM 126 31 0 16 Aug 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt Xiangyu Chen Yihao Liu Yuandong Pu Wenlong Zhang Jiantao Zhou Yu Qiao Chao Dong VLM 104 7 0 16 Aug 2024
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar 108 2 0 16 Aug 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 482 4 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 158 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 237 19 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 117 0 0 16 Aug 2024
Rater Cohesion and Quality from a Vicarious Perspective Deepak Pandita Tharindu Cyril Weerasooriya Sujan Dutta Sarah K. K. Luger Tharindu Ranasinghe Ashiqur R. KhudaBukhsh Marcos Zampieri Christopher M. Homan 63 1 0 15 Aug 2024
The Future of Open Human Feedback Shachar Don-Yehiya Ben Burtenshaw Ramon Fernandez Astudillo Cailean Osborne Mimansa Jaiswal ... Omri Abend Jennifer Ding Sara Hooker Hannah Rose Kirk Leshem Choshen VLM ALM 92 4 0 15 Aug 2024
mhGPT: A Lightweight Generative Pre-Trained Transformer for Mental Health Text Analysis Dae-young Kim Rebecca Hwa Muhammad Mahbubur Rahman LM&MA AI4MH 41 2 0 15 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 113 113 0 15 Aug 2024
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models Faris Hijazi Somayah Alharbi Abdulaziz AlHussein Harethah Shairah Reem Alzahrani Hebah Alshamlan Omar Knio G. Turkiyyah AILaw ELM 87 4 0 15 Aug 2024
Instruct Large Language Models to Generate Scientific Literature Survey Step by Step Yuxuan Lai Yupeng Wu Yidan Wang Wenpeng Hu Chen Zheng 120 3 0 15 Aug 2024
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community Shachar Don-Yehiya Leshem Choshen Omri Abend 78 2 0 15 Aug 2024
TurboEdit: Instant text-based image editing Zongze Wu Nicholas I. Kolkin Jonathan Brandt Richard Zhang Eli Shechtman DiffM 100 13 0 14 Aug 2024
Large Language Models Know What Makes Exemplary Contexts Quanyu Long Jianda Chen Wenya Wang Sinno Jialin Pan 102 0 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 131 7 0 14 Aug 2024
CodeMirage: Hallucinations in Code Generated by Large Language Models Vibhor Agarwal Yulong Pei Salwa Alamir Xiaomo Liu 86 5 0 14 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavaš Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 237 2 0 14 Aug 2024
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Pranav Putta Edmund Mills Naman Garg S. Motwani Chelsea Finn Divyansh Garg Rafael Rafailov LLMAG LRM 103 88 0 13 Aug 2024
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Yushi Bai Jiajie Zhang Xin Lv Linzhi Zheng Siqi Zhu Lei Hou Yuxiao Dong Jie Tang Juanzi Li VGen LLMAG ALM 100 56 0 13 Aug 2024
Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas Louis Kwok Michal Bravansky Lewis D. Griffin 99 15 0 13 Aug 2024
Large language models can consistently generate high-quality content for election disinformation operations Angus R. Williams Liam Burke-Moore Ryan Sze-Yin Chan Florence E. Enock Federico Nanni Tvesha Sippy Yi-Ling Chung Evelina Gabasova Kobi Hackenburg Jonathan Bright 69 5 0 13 Aug 2024
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model Dayong Wu Jiaqi Li Baoxin Wang Honghong Zhao Siyuan Xue ... Li Qian Bo Wang Shijin Wang Zhixiong Zhang Guoping Hu RALM 86 1 0 13 Aug 2024
Layerwise Recurrent Router for Mixture-of-Experts Zihan Qiu Zeyu Huang Shuang Cheng Yizhi Zhou Zili Wang Ivan Titov Jie Fu MoE 155 2 0 13 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty Yongjin Yang Haneul Yoo Hwaran Lee 165 4 0 13 Aug 2024
Animate, or Inanimate, That is the Question for Large Language Models Leonardo Ranaldi Giulia Pucci Fabio Massimo Zanzotto 61 0 0 12 Aug 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data Haoran Sun Renren Jin Shaoyang Xu Leiyu Pan Supryadi ... Lei Yang Ling Shi Juesi Xiao Shaolin Zhu Deyi Xiong 98 4 0 12 Aug 2024
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment Karel DÓosterlinck Winnie Xu Chris Develder Thomas Demeester A. Singh Christopher Potts Douwe Kiela Shikib Mehri 80 17 0 12 Aug 2024
Med42-v2: A Suite of Clinical LLMs Clément Christophe Praveen K Kanithi Tathagata Raha Shadab Khan Marco AF Pimentel ELM LM&MA AI4MH 86 27 0 12 Aug 2024
Building Decision Making Models Through Language Model Regime Yu Zhang Haoxiang Liu Feijun Jiang Weihua Luo Kaifu Zhang 81 0 0 12 Aug 2024
A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning Chih-Wei Song Yu-Kai Lee Yin-Te Tsai SyDa ALM 70 4 0 12 Aug 2024
GFlowNet Training by Policy Gradients Puhua Niu Shili Wu Mingzhou Fan Xiaoning Qian 145 3 0 12 Aug 2024
Defining Boundaries: A Spectrum of Task Feasibility for Large Language Models Wenbo Zhang Zihang Xu Hengrui Cai 79 1 0 11 Aug 2024
SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events Sai Vallurupalli Katrin Erk Francis Ferraro 65 2 0 11 Aug 2024
A Training-Free Framework for Video License Plate Tracking and Recognition with Only One-Shot Haoxuan Ding Qi. Wang Junyu Gao Qiang Li VLM 76 0 0 11 Aug 2024
Representation Alignment from Human Feedback for Cross-Embodiment Reward Learning from Mixed-Quality Demonstrations Connor Mattson Anurag Aribandi Daniel S. Brown 90 0 0 10 Aug 2024
Your Context Is Not an Array: Unveiling Random Access Limitations in Transformers MohammadReza Ebrahimi Sunny Panchal Roland Memisevic 99 7 0 10 Aug 2024
Trajectory Planning for Teleoperated Space Manipulators Using Deep Reinforcement Learning Bo Xia Xianru Tian Bo Yuan Zhiheng Li Bin Liang Xueqian Wang 77 0 0 10 Aug 2024
Investigating Instruction Tuning Large Language Models on Graphs Kerui Zhu Bo-Wei Huang Bowen Jin Yizhu Jiao Ming Zhong Kevin Chang Shou-De Lin Jiawei Han 93 3 0 10 Aug 2024
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation Wenbo Shang Xuliang Zhu Xin Huang 102 5 0 10 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 130 5 0 09 Aug 2024
Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning Wenbin Hu Huihao Jing Qi Hu Haoran Li Yangqiu Song SSL AI4CE 91 0 0 09 Aug 2024