Title
ChipNeMo: Domain-Adapted LLMs for Chip Design Mingjie Liu Teodor-Dumitru Ene Robert M. Kirby Chris Cheng N. Pinckney ... Pratik P Suthar Varun Tej Walker J. Turner Kaizhe Xu Haoxin Ren 186 164 0 31 Oct 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision Jiaxin Zhang Zhuohang Li Kamalika Das Kumar Sricharan 91 2 0 31 Oct 2023
Open Domain Knowledge Extraction for Knowledge Graphs Kun Qian Anton Belyi Fei Wu Samira Khorshidi Azadeh Nikfarjam ... Ahmed Fakhry Theo Rekatsinas Ihab F. Ilyas Xiaoguang Qi Yunyao Li 55 1 0 30 Oct 2023
Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization Prakamya Mishra Zonghai Yao Shuwei Chen Beining Wang Rohan Mittal Hong-ye Yu KELM ALM HILM 75 7 0 30 Oct 2023
A Survey on Knowledge Editing of Neural Networks Vittorio Mazzia Alessandro Pedrani Andrea Caciolai Kay Rottmann Davide Bernardi KELM 125 25 0 30 Oct 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 129 10 0 30 Oct 2023
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting Hejie Cui Xinyu Fang Zihan Zhang Ran Xu Xuan Kan Xin Liu Yue Yu Manling Li Yangqiu Song Carl Yang VLM 51 4 0 28 Oct 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 73 5 0 28 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 95 117 0 25 Oct 2023
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David Evans Shruti Tople Robert West KELM LLMAG 98 24 0 24 Oct 2023
Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy C. T. Ye Jiashu Han Kunzan Liu Anastasios Nikolas Angelopoulos Linda G. Griffith Kristina Monakhova Sixian You 79 4 0 24 Oct 2023
Machine Learning and Knowledge: Why Robustness Matters Jonathan Vandenburgh OOD 59 1 0 23 Oct 2023
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review Banghao Chen Zhaofeng Zhang Nicolas Langrené Shengxin Zhu LLMAG 116 13 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 106 33 0 23 Oct 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 108 6 0 22 Oct 2023
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 79 8 0 20 Oct 2023
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection Xiang Chen Duanzheng Song Honghao Gui Chengxi Wang Ningyu Zhang Jiang Yong Yan Zhang Chengfei Lv Dan Zhang Huajun Chen HILM 113 15 0 18 Oct 2023
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges Thilo Spinner Rebecca Kehlbeck Rita Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Andreas Spitz Mennatallah El-Assady 65 2 0 17 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 76 1 0 17 Oct 2023
NuclearQA: A Human-Made Benchmark for Language Models for the Nuclear Domain Anurag Acharya Sai Munikoti Aaron Hellinger Sara Smith S. Wagle Sameera Horawalavithana ELM 105 3 0 17 Oct 2023
Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers Charlie George Andreas Stuhlmuller HILM 30 5 0 16 Oct 2023
Metric Ensembles For Hallucination Detection Grant C. Forbes Parth Katlana Zeydy Ortiz HILM 48 4 0 16 Oct 2023
Untying the Reversal Curse via Bidirectional Language Model Editing Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu KELM 129 41 0 16 Oct 2023
Character-LLM: A Trainable Agent for Role-Playing Yunfan Shao Linyang Li Junqi Dai Xipeng Qiu LLMAG 91 247 0 16 Oct 2023
A Search for Prompts: Generating Structured Answers from Contracts Adam Roegiest Radha Chitta Jonathan Donnelly Maya Lash A. Vtyurina Franccois Longtin ELM AILaw 54 2 0 16 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 95 3 0 15 Oct 2023
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering Md. Rony Christian Suess Sinchana Ramakanth Bhat Viju Sudhi Julia Schneider Maximilian Vogel Roman Teucher Ken E. Friedl S. Sahoo 78 11 0 14 Oct 2023
From Words and Exercises to Wellness: Farsi Chatbot for Self-Attachment Technique Sina Elahimanesh Shayan Salehi Sara Zahedi Movahed Lisa Alazraki Ruoyu Hu Abbas Edalat 56 0 0 13 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 116 200 0 13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 87 39 0 13 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 80 6 0 13 Oct 2023
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
Impact of Co-occurrence on Factual Knowledge of Large Language Models Cheongwoong Kang Jaesik Choi KELM 91 18 0 12 Oct 2023
Who Said That? Benchmarking Social Media AI Detection Wanyun Cui Linqiu Zhang Qianle Wang Shuyang Cai DeLMO 60 10 0 12 Oct 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection Yi Dai Hao Lang Kaisheng Zeng Fei Huang Yongbin Li OODD 102 11 0 12 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 98 24 0 11 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 121 47 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 110 70 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
Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs Fiona Draxler Daniel Buschek Mikke Tavast Perttu Hämäläinen Albrecht Schmidt Juhi Kulshrestha Robin Welsch 48 19 0 10 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection Shiping Yang Renliang Sun Xiao-Yi Wan HILM 109 43 0 10 Oct 2023
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 75 12 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
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 106 1 0 10 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 94 35 0 09 Oct 2023
Factual and Personalized Recommendations using Language Models and Reinforcement Learning Jihwan Jeong Yinlam Chow Guy Tennenholtz Chih-Wei Hsu Azamat Tulepbergenov Mohammad Ghavamzadeh Craig Boutilier 88 4 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
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution Xinze Li Yixin Cao2 Liangming Pan Yubo Ma Aixin Sun HILM 40 21 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 88 31 0 08 Oct 2023
MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling Taewan Kim Seolyeong Bae Hyun Ah Kim Su-Woo Lee Hwajung Hong Chanmo Yang Young-Ho Kim AI4MH 107 76 0 08 Oct 2023