Title
Skill Check: Some Considerations on the Evaluation of Gamemastering Models for Role-playing Games Santiago Góngora Luis Chiruzzo Gonzalo Méndez Pablo Gervás LLMAG 58 1 0 24 Sep 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 107 5 0 24 Sep 2023
Calibrating LLM-Based Evaluator Yuxuan Liu Tianchi Yang Shaohan Huang Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang 117 33 0 23 Sep 2023
A Practical Survey on Zero-shot Prompt Design for In-context Learning Yinheng Li LRM 69 52 0 22 Sep 2023
Construction contract risk identification based on knowledge-augmented language model Saika Wong Chunmo Zheng Xing Su Yinqiu Tang 56 17 0 22 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 136 100 0 21 Sep 2023
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation Ali Mousavi Xin Zhan Richard He Bai Peng Shi Theo Rekatsinas ... Jeff Pound Josh Susskind Natalie Schluter Ihab F. Ilyas Navdeep Jaitly 55 2 0 20 Sep 2023
Chain-of-Verification Reduces Hallucination in Large Language Models Shehzaad Dhuliawala M. Komeili Jing Xu Roberta Raileanu Xian Li Asli Celikyilmaz Jason Weston LRM HILM 70 206 0 20 Sep 2023
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering Yike Wu Nan Hu Sheng Bi Guilin Qi Jie Ren Anhuan Xie Wei Song RALM 95 67 0 20 Sep 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 88 28 0 19 Sep 2023
Investigating the Catastrophic Forgetting in Multimodal Large Language Models Yuexiang Zhai Shengbang Tong Xiao Li Mu Cai Qing Qu Yong Jae Lee Yi Ma VLM MLLM CLL 171 88 0 19 Sep 2023
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 76 23 0 19 Sep 2023
Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents Ziyi Yang S. S. Raman Ankit Parag Shah Stefanie Tellex LLMAG 99 47 0 18 Sep 2023
Towards Ontology Construction with Language Models Maurice Funk Simon Hosemann J. C. Jung Carsten Lutz LRM 85 36 0 18 Sep 2023
LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models Nan Li Bo Kang T. D. Bie 89 2 0 18 Sep 2023
PwR: Exploring the Role of Representations in Conversational Programming YM Pradyumna Vinod Ganesan D. Arumugam Meghna Gupta Nischith Shadagopan Tanay Dixit Sameer Segal Pratyush Kumar Mohit Jain S. Rajamani 76 4 0 18 Sep 2023
ChatGPT Hallucinates when Attributing Answers Guido Zuccon Bevan Koopman Razia Shaik RALM LRM HILM 101 30 0 17 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 91 4 0 15 Sep 2023
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Juraj Vladika Phillip Schneider Florian Matthes 77 13 0 15 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 116 58 0 14 Sep 2023
Generative AI Text Classification using Ensemble LLM Approaches Harika Abburi Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 68 54 0 14 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Rico Sennrich Jannis Vamvas Alireza Mohammadshahi HILM 208 43 0 13 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 124 81 0 13 Sep 2023
Generative AI Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 121 658 0 13 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 65 7 0 12 Sep 2023
A Survey of Hallucination in Large Foundation Models Vipula Rawte A. Sheth Amitava Das HILM LRM 206 386 0 12 Sep 2023
PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis Dylan Zhang Xuchao Zhang Chetan Bansal P. Las-Casas Rodrigo Fonseca Saravan Rajmohan 78 3 0 11 Sep 2023
Minuteman: Machine and Human Joining Forces in Meeting Summarization Frantisek Kmjec Ondrej Bojar 53 0 0 11 Sep 2023
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis Li Du Yequan Wang Xingrun Xing Yiqun Ya Xiang Li Xin Jiang Xuezhi Fang HILM 47 13 0 11 Sep 2023
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf Yuzhuang Xu Shuo Wang Peng Li Ziyue Wang Xiaolong Wang Weidong Liu Yang Liu LLMAG 58 213 0 09 Sep 2023
Can NLP Models Ídentify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer? Ayushi Agarwal Nisarg Patel Neeraj Varshney Mihir Parmar Pavan Mallina Aryan Bhavin Shah Srihari Sangaraju Tirth Patel Nihar Thakkar Chitta Baral ELM 66 4 0 08 Sep 2023
Towards Reliable and Fluent Large Language Models: Incorporating Feedback Learning Loops in QA Systems Dongyub Lee Taesun Whang Chanhee Lee Heuiseok Lim KELM 72 9 0 08 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 91 21 0 08 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 79 167 0 07 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 132 30 0 07 Sep 2023
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation A. Sridhar Yinyi Guo Erik M. Visser Rehana Mahfuz 98 5 0 06 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 83 50 0 06 Sep 2023
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning Linhao Luo Jiaxin Ju Bo Xiong Yuan-Fang Li Gholamreza Haffari Shirui Pan LRM 117 30 0 04 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented Generation Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 121 312 0 04 Sep 2023
Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition Mohamed Akrout 20 0 0 03 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang Anh Tuan Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 165 585 0 03 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 126 136 0 01 Sep 2023
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes Sunjun Kweon Junu Kim Jiyoun Kim Sujeong Im Eunbyeol Cho ... Seungjin Baek Chang Hoon Han Yoon Bin Jung Yohan Jo Edward Choi LM&MA ELM 92 41 0 01 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Qiufeng Wang Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 80 4 0 31 Aug 2023
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness Jiuhai Chen Jonas W. Mueller 135 71 0 30 Aug 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 70 1 0 30 Aug 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Bo Zhao Ji-Rong Wen 56 2 0 30 Aug 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 178 29 0 29 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 280 31 0 27 Aug 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 39 12 0 25 Aug 2023