Title
Kuaiji: the First Chinese Accounting Large Language Model Jiayuan Luo Songhua Yang Xiaoling Qiu Panyu Chen Yufei Nai Wenxuan Zeng Wentao Zhang Xinke Jiang RALM ALM 46 1 0 21 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 95 3 0 19 Feb 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 177 0 0 18 Feb 2024
Measuring and Reducing LLM Hallucination without Gold-Standard Answers Jiaheng Wei Yuanshun Yao Jean-François Ton Hongyi Guo Andrew Estornell Yang Liu HILM 137 26 0 16 Feb 2024
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode Enrique Nueve Bo Waggoner Dhamma Kimpara Jessie Finocchiaro 98 1 0 16 Feb 2024
Language Models with Conformal Factuality Guarantees Christopher Mohri Tatsunori Hashimoto HILM 223 50 0 15 Feb 2024
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 154 12 0 15 Feb 2024
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge ALM ELM 108 58 0 15 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 106 32 0 14 Feb 2024
Artificial Intelligence for Literature Reviews: Opportunities and Challenges Francisco Bolanos Angelo Salatino Francesco Osborne Enrico Motta 65 58 0 13 Feb 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 69 2 0 13 Feb 2024
Vision-Based Hand Gesture Customization from a Single Demonstration Soroush Shahi Cori Tymoszek Park Richard Kang Asaf Liberman Oron Levy Jun Gong Abdelkareem Bedri Gierad Laput 70 3 0 13 Feb 2024
On Limitations of the Transformer Architecture Binghui Peng Srini Narayanan Christos H. Papadimitriou 94 37 0 13 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance Linxi Zhao Yihe Deng Weitong Zhang Q. Gu MLLM 108 1 0 13 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 78 4 0 12 Feb 2024
Careless Whisper: Speech-to-Text Hallucination Harms Allison Koenecke A. S. G. Choi Katelyn Mei Hilke Schellmann Mona Sloane 180 43 0 12 Feb 2024
PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models Wei Zou Runpeng Geng Binghui Wang Jinyuan Jia SILM 109 45 1 12 Feb 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples Qingkai Zeng Yuyang Bai Zhaoxuan Tan Shangbin Feng Zhenwen Liang Zhihan Zhang Meng Jiang AI4CE 81 16 0 12 Feb 2024
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? Ryan Liu T. Sumers Ishita Dasgupta Thomas Griffiths LLMAG 76 17 0 11 Feb 2024
Feedback Loops With Language Models Drive In-Context Reward Hacking Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt KELM 98 33 0 09 Feb 2024
Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement Muning Wen Junwei Liao Cheng Deng Jun Wang Weinan Zhang Ying Wen 79 3 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 248 426 0 09 Feb 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 161 8 0 09 Feb 2024
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection Chao Chen Kai-Chun Liu Ze Chen Yi Gu Yue-bo Wu Mingyuan Tao Zhihang Fu Jieping Ye HILM 138 111 0 06 Feb 2024
Financial Report Chunking for Effective Retrieval Augmented Generation Antonio Jimeno-Yepes Yao You Jan Milczek Sebastian Laverde Renyu Li 106 26 0 05 Feb 2024
Distinguishing the Knowable from the Unknowable with Language Models Gustaf Ahdritz Tian Qin Nikhil Vyas Boaz Barak Benjamin L. Edelman 100 27 0 05 Feb 2024
User Centric Evaluation of Code Generation Tools Tanha Miah Hong Zhu ELM 45 3 0 05 Feb 2024
Vision-Language Models Provide Promptable Representations for Reinforcement Learning William Chen Oier Mees Aviral Kumar Sergey Levine VLM LM&Ro 134 29 0 05 Feb 2024
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation Zifei Han Jionghao Lin Ashish Gurung Danielle R. Thomas Eason Chen Conrad Borchers Shivang Gupta Kenneth R. Koedinger 27 9 0 04 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 64 10 0 04 Feb 2024
Factuality of Large Language Models in the Year 2024 Yuxia Wang Minghan Wang Muhammad Arslan Manzoor Fei Liu Georgi Georgiev Rocktim Jyoti Das Preslav Nakov LRM HILM 105 7 0 04 Feb 2024
Aligner: Efficient Alignment by Learning to Correct Jiaming Ji Boyuan Chen Hantao Lou Chongye Guo Borong Zhang Xuehai Pan Juntao Dai Tianyi Qiu Yaodong Yang 148 40 0 04 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 108 36 0 04 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 67 19 0 03 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 102 25 0 02 Feb 2024
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling Chao Zhang Xuechen Liu Katherine Ziska Soobin Jeon Chi-Lin Yu Ying Xu 91 47 0 02 Feb 2024
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 134 32 0 02 Feb 2024
A Survey on Large Language Model Hallucination via a Creativity Perspective Xuhui Jiang Yuxing Tian Fengrui Hua Chengjin Xu Yuanzhuo Wang Jian Guo LRM 77 29 0 02 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 92 17 0 02 Feb 2024
Towards Efficient Exact Optimization of Language Model Alignment Haozhe Ji Cheng Lu Yilin Niu Pei Ke Hongning Wang Jun Zhu Jie Tang Minlie Huang 97 20 0 01 Feb 2024
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI Theodore Papamarkou Maria Skoularidou Konstantina Palla Laurence Aitchison Julyan Arbel ... David Rügamer Yee Whye Teh Max Welling Andrew Gordon Wilson Ruqi Zhang UQCV BDL 148 35 0 01 Feb 2024
Redefining "Hallucination" in LLMs: Towards a psychology-informed framework for mitigating misinformation Elijah Berberette Jack Hutchins Amir Sadovnik 31 10 0 01 Feb 2024
HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents QA Xinyue Chen Pengyu Gao Jiangjiang Song Xiaoyang Tan 80 4 0 01 Feb 2024
A Survey on Hallucination in Large Vision-Language Models Hanchao Liu Wenyuan Xue Yifei Chen Dapeng Chen Xiutian Zhao Ke Wang Liping Hou Rong-Zhi Li Wei Peng LRM MLLM 96 137 0 01 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 169 37 0 01 Feb 2024
Large Scale Generative AI Text Applied to Sports and Music Aaron Baughman Stephen Hammer Rahul Agarwal Gozde Akay Eduardo Morales Tony Johnson Leonid Karlinsky Rogerio Feris 41 3 0 31 Jan 2024
Neighboring Perturbations of Knowledge Editing on Large Language Models Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 82 6 0 31 Jan 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 138 145 0 30 Jan 2024
Recent Advances in Hate Speech Moderation: Multimodality and the Role of Large Models Ming Shan Hee Shivam Sharma Rui Cao Palash Nandi Tanmoy Chakraborty Roy Ka-wei Lee 73 16 0 30 Jan 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 144 38 0 30 Jan 2024