Title
Beyond Text: A Deep Dive into Large Language Models' Ability on Understanding Graph Data Yuntong Hu Zhengwu Zhang Liang Zhao GNN 34 23 0 07 Oct 2023
Large Language Models for Spatial Trajectory Patterns Mining Zhengwu Zhang Hossein Amiri Zhenke Liu Andreas Züfle Liang Zhao 21 18 0 07 Oct 2023
Uncovering hidden geometry in Transformers via disentangling position and context Jiajun Song Yiqiao Zhong 39 10 0 07 Oct 2023
Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM Luoming Zhang Wen Fei Weijia Wu Yefei He Zhenyu Lou Hong Zhou MQ 30 5 0 07 Oct 2023
Critique Ability of Large Language Models Liangchen Luo Zi Lin Yinxiao Liu Lei Shu Yun Zhu Jingbo Shang Lei Meng AI4MH LRM ELM 30 14 0 07 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 32 46 0 07 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models Song Jiang Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz ... Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang Asli Celikyilmaz LRM ReLM 31 8 0 07 Oct 2023
EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling Siyu Ren Zhiyong Wu Kenny Q. Zhu 34 4 0 07 Oct 2023
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators M. Emani Sam Foreman Varuni K. Sastry Zhen Xie Siddhisanket Raskar William Arnold R. Thakur V. Vishwanath M. Papka ELM 37 10 0 06 Oct 2023
Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models Surjya Ray Pratik Mehta Hongen Zhang Ada Chaman Jian Wang Chung-Jen Ho Michael Chiou T. Suleman 19 1 0 06 Oct 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 44 36 0 06 Oct 2023
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity Andrew F. Luo Margaret M. Henderson Michael J. Tarr Brian Karrer 34 16 0 06 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 40 149 0 06 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-xiong Wang LRM AI4CE LM&Ro LLMAG 42 188 0 06 Oct 2023
Confronting Reward Model Overoptimization with Constrained RLHF Ted Moskovitz Aaditya K. Singh DJ Strouse Tuomas Sandholm Ruslan Salakhutdinov Anca D. Dragan Stephen Marcus McAleer 53 48 0 06 Oct 2023
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion Filip Szatkowski Eric Elmoznino Younesse Kaddar Simone Scardapane MoE 41 5 0 06 Oct 2023
On the Error-Propagation of Inexact Hotelling's Deflation for Principal Component Analysis Sorawit Saengkyongam J. Kim Cruz Barnum Anastasios Kyrillidis 27 0 0 06 Oct 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 40 71 0 06 Oct 2023
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning Wanyun Cui Qianle Wang LRM 54 7 0 06 Oct 2023
How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation Josh Alman Zhao Song 51 33 0 06 Oct 2023
Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models Wenbei Xie LRM 43 2 0 06 Oct 2023
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 37 20 0 06 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 61 2,488 0 05 Oct 2023
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning Ke Wang Houxing Ren Aojun Zhou Zimu Lu Sichun Luo Weikang Shi Renrui Zhang Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM SyDa 32 94 0 05 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 51 145 0 05 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 38 238 0 05 Oct 2023
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! Xiangyu Qi Yi Zeng Tinghao Xie Pin-Yu Chen Ruoxi Jia Prateek Mittal Peter Henderson SILM 75 546 0 05 Oct 2023
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation Tung Phung Victor-Alexandru Pădurean Anjali Singh Christopher A. Brooks J. Cambronero Sumit Gulwani Adish Singla Gustavo Soares 33 40 0 05 Oct 2023
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks Alexander Robey Eric Wong Hamed Hassani George J. Pappas AAML 55 227 0 05 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 43 77 0 05 Oct 2023
Evaluating Hallucinations in Chinese Large Language Models Qinyuan Cheng Tianxiang Sun Wenwei Zhang Siyin Wang Xiangyang Liu ... Junliang He Mianqiu Huang Zhangyue Yin Kai Chen Xipeng Qiu HILM ELM 46 25 0 05 Oct 2023
Learning Personalized Alignment for Evaluating Open-ended Text Generation Danqing Wang Kevin Kaichuang Yang Hanlin Zhu Xiaomeng Yang Andrew Cohen Lei Li Yuandong Tian ALM LM&MA 28 8 0 05 Oct 2023
Predicting Emergent Abilities with Infinite Resolution Evaluation Shengding Hu Xin Liu Xu Han Xinrong Zhang Chaoqun He ... Ning Ding Zebin Ou Guoyang Zeng Zhiyuan Liu Maosong Sun ELM LRM 36 13 0 05 Oct 2023
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation Tu Vu Mohit Iyyer Xuezhi Wang Noah Constant Jerry W. Wei ... Chris Tar Yun-hsuan Sung Denny Zhou Quoc Le Thang Luong KELM HILM LRM 38 191 0 05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 31 1 0 05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Saaket Agashe Yue Fan Anthony Reyna Xin Eric Wang LLMAG LRM 102 10 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 40 83 0 04 Oct 2023
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning Murong Yue Jie Zhao Min Zhang Liang Du Ziyu Yao LRM 47 58 0 04 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro RALM LRM 19 82 0 04 Oct 2023
Multimodal Question Answering for Unified Information Extraction Yuxuan Sun Kai Zhang Yu-Chuan Su 34 8 0 04 Oct 2023
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions S. Bhattamishra Arkil Patel Phil Blunsom Varun Kanade 32 46 0 04 Oct 2023
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors Ido Amos Jonathan Berant Ankit Gupta 38 25 0 04 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 60 5 0 04 Oct 2023
DOMINO: A Dual-System for Multi-step Visual Language Reasoning Peifang Wang O. Yu. Golovneva Armen Aghajanyan Xiang Ren Muhao Chen Asli Celikyilmaz Maryam Fazel-Zarandi LRM 35 8 0 04 Oct 2023
MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems Samuel Hsia Alicia Golden Bilge Acun Newsha Ardalani Zach DeVito Gu-Yeon Wei David Brooks Carole-Jean Wu MoE 53 9 0 04 Oct 2023
Integrating UMLS Knowledge into Large Language Models for Medical Question Answering Rui Yang Edison Marrese-Taylor Yuhe Ke Lechao Cheng Qingyu Chen Irene Z Li ELM AI4MH LM&MA 30 15 0 04 Oct 2023
ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks Zejun Li Ye Wang Mengfei Du Qingwen Liu Binhao Wu ... Zhihao Fan Jie Fu Jingjing Chen Xuanjing Huang Zhongyu Wei 38 13 0 04 Oct 2023
EcoAssistant: Using LLM Assistant More Affordably and Accurately Jieyu Zhang Ranjay Krishna Ahmed Hassan Awadallah Chi Wang 38 35 0 03 Oct 2023
Learning Optimal Advantage from Preferences and Mistaking it for Reward W. B. Knox Stephane Hatgis-Kessell Sigurdur O. Adalgeirsson Serena Booth Anca D. Dragan Peter Stone S. Niekum 38 12 0 03 Oct 2023
Low-Resource Languages Jailbreak GPT-4 Zheng-Xin Yong Cristina Menghini Stephen H. Bach SILM 41 180 0 03 Oct 2023