Title
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 299 18 0 12 Oct 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 94 25 0 12 Oct 2023
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification Chia-Yu Hung Zhiqiang Hu Yujia Hu Roy Ka-wei Lee 59 16 0 12 Oct 2023
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques Junxiao Shen John J. Dudley Jingyao Zheng Bill Byrne Per Ola Kristensson 131 4 0 12 Oct 2023
Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles Can Cui Yunsheng Ma Xu Cao Wenqian Ye Ziran Wang 94 91 0 12 Oct 2023
Large Language Models for Scientific Synthesis, Inference and Explanation Yizhen Zheng Huan Yee Koh Jiaxin Ju A. T. Nguyen Lauren T. May Geoffrey I. Webb Shirui Pan ELM 102 36 0 12 Oct 2023
LangNav: Language as a Perceptual Representation for Navigation Bowen Pan Yikang Shen SouYoung Jin Rogerio Feris Aude Oliva Phillip Isola Yoon Kim LM&Ro 93 21 0 11 Oct 2023
Large Language Models Are Zero-Shot Time Series Forecasters Nate Gruver Marc Finzi Shikai Qiu Andrew Gordon Wilson AI4TS 97 375 0 11 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li Mohammad Shoeybi Bryan Catanzaro RALM 116 54 0 11 Oct 2023
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models Raphael Tang Xinyu Crystina Zhang Xueguang Ma Jimmy Lin Ferhan Ture LRM 114 18 0 11 Oct 2023
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue Lang Qin Yao Zhang Hongru Liang Jun Wang Zhenglu Yang 52 3 0 11 Oct 2023
Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Zeqiang Lai Xizhou Zhu Jifeng Dai Yu Qiao Wenhai Wang MLLM DiffM 105 24 0 11 Oct 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT Lei Wang Songheng Zhang Yun Wang Ee-Peng Lim Yong Wang LRM 115 45 0 11 Oct 2023
Evaluating Large Language Models at Evaluating Instruction Following Zhiyuan Zeng Jiatong Yu Tianyu Gao Yu Meng Tanya Goyal Danqi Chen ELM ALM 148 192 0 11 Oct 2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models Sumuk Shashidhar Abhinav Chinta Vaibhav Sahai Zhenhailong Wang Heng Ji 77 10 0 11 Oct 2023
QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking Liangming Pan Xinyuan Lu Min-Yen Kan Preslav Nakov LRM 99 23 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 172 202 0 11 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 136 2 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 96 24 0 11 Oct 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese Q. Si Tong Wang Zheng Lin Xu Zhang Yanan Cao Weiping Wang ALM 139 17 0 11 Oct 2023
OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models Yuhe Liu Changhua Pei Longlong Xu Bohan Chen Mingze Sun ... Gaogang Xie Xidao Wen Xiaohui Nie Minghua Ma Dan Pei ELM 56 3 0 11 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 106 70 0 10 Oct 2023
QualiGPT: GPT as an easy-to-use tool for qualitative coding He Zhang Chuhao Wu Jingyi Xie ChanMin Kim John M. Carroll 77 22 0 10 Oct 2023
Automatic Macro Mining from Interaction Traces at Scale Forrest Huang Gang Li Tao Li Yang Li 54 10 0 10 Oct 2023
LLMs as Potential Brainstorming Partners for Math and Science Problems Sophia Gu AI4CE LRM 91 5 0 10 Oct 2023
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models Courtland Leer Vincent Trost Vineeth Voruganti 53 4 0 10 Oct 2023
LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing Stephen Moskal Sam Laney Erik Hemberg Una-May O’Reilly 76 21 0 10 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 99 74 0 10 Oct 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones Hamid Palangi Clarisse Simoes Varun Chandrasekaran Subhabrata Mukherjee Arindam Mitra Ahmed Hassan Awadallah Ece Kamar HILM 89 27 0 10 Oct 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Xiao Wang Yuan Zhang Tianze Chen Songyang Gao Senjie Jin ... Rui Zheng Yicheng Zou Tao Gui Qi Zhang Xuanjing Huang ALM LRM CLL 91 23 0 10 Oct 2023
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models Anni Zou Zhuosheng Zhang Hai Zhao Xiangru Tang LRM ReLM 77 3 0 10 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 80 23 0 10 Oct 2023
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models Letian Zhang Xiaotong Zhai Zhongkai Zhao Yongshuo Zong Xin Wen Bingchen Zhao LRM 38 0 0 10 Oct 2023
Rationale-Enhanced Language Models are Better Continual Relation Learners Weimin Xiong Yifan Song Peiyi Wang Sujian Li KELM LRM CLL 82 10 0 10 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 93 22 0 10 Oct 2023
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 75 12 0 10 Oct 2023
Hexa: Self-Improving for Knowledge-Grounded Dialogue System DaeJin Jo D. W. Nam Gunsoo Han Kyoung-Woon On Taehwan Kwon Seungeun Rho Sungwoong Kim 57 0 0 10 Oct 2023
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 79 10 0 10 Oct 2023
Let Models Speak Ciphers: Multiagent Debate through Embeddings Chau Pham Boyi Liu Yingxiang Yang Zhengyu Chen Tianyi Liu Jianbo Yuan Bryan A. Plummer Zhaoran Wang Hongxia Yang LLMAG 102 19 0 10 Oct 2023
Towards Mitigating Hallucination in Large Language Models via Self-Reflection Ziwei Ji Tiezheng Yu Yan Xu Nayeon Lee Etsuko Ishii Pascale Fung HILM 61 65 0 10 Oct 2023
Words into Action: Learning Diverse Humanoid Robot Behaviors using Language Guided Iterative Motion Refinement K. N. Kumar Irfan Essa Sehoon Ha 74 6 0 10 Oct 2023
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models B. Silva Leonardo Nunes Roberto Estevão Vijay Aski Ranveer Chandra ELM LM&MA 98 13 0 10 Oct 2023
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding Eslam Mohamed Bakr Mohamed Ayman Mahmoud Ahmed Habib Slim Mohamed Elhoseiny LRM 76 12 0 10 Oct 2023
Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution Navapat Nananukul Khanin Sisaengsuwanchai Mayank Kejriwal 74 6 0 09 Oct 2023
CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent Yiren Liu Si Chen Haocong Cheng Mengxia Yu Xiao Ran Andrew Mo Yiliu Tang Yun Huang LLMAG 113 54 0 09 Oct 2023
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models Huaixiu Steven Zheng Swaroop Mishra Xinyun Chen Heng-Tze Cheng Ed H. Chi Quoc V. Le Denny Zhou RALM LRM 91 127 0 09 Oct 2023
OptiMUS: Optimization Modeling Using MIP Solvers and large language models Ali AhmadiTeshnizi Wenzhi Gao Madeleine Udell LLMAG 57 26 0 09 Oct 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions Arth Bohra Govert Verkes Artem Harutyunyan Pascal Weinberger Giovanni Campagna 53 5 0 09 Oct 2023
Transformers and Large Language Models for Chemistry and Drug Discovery Andres M Bran Philippe Schwaller LM&MA MedIm AI4CE 77 16 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 175 55 0 09 Oct 2023