Title
LGMCTS: Language-Guided Monte-Carlo Tree Search for Executable Semantic Object Rearrangement Haonan Chang D. K. Bukovšek T. Kosir Alex Lee Blaz Mojskerc Harish Udhaya Kumar M. Omladič Abdeslam Boularias LM&Ro 99 11 0 27 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 106 27 0 27 Sep 2023
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting Chao-Han Huck Yang Yile Gu Yi-Chieh Liu Shalini Ghosh I. Bulyko A. Stolcke KELM LRM 120 52 0 27 Sep 2023
NLPBench: Evaluating Large Language Models on Solving NLP Problems Linxin Song Jieyu Zhang Lechao Cheng Pengyuan Zhou Dinesh Manocha Irene Li ELM LM&MA LRM 109 12 0 27 Sep 2023
An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8 Anthony G Cohn LRM 69 10 0 27 Sep 2023
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models Jung Hwan Heo Jeonghoon Kim Beomseok Kwon Byeongwook Kim Se Jung Kwon Dongsoo Lee MQ 129 10 0 27 Sep 2023
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions Lorenzo Pacchiardi A. J. Chan Sören Mindermann Ilan Moscovitz Alexa Y. Pan Y. Gal Owain Evans J. Brauner LLMAG HILM 82 54 0 26 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 112 206 0 26 Sep 2023
Integration of Large Language Models within Cognitive Architectures for Autonomous Robots Miguel Ángel González Santamarta Francisco J. Rodríguez-Lera Ángel Manuel Guerrero Higueras Vicente Matellán Olivera LLMAG LM&Ro 71 7 0 26 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 51 14 0 26 Sep 2023
Disinformation Detection: An Evolving Challenge in the Age of LLMs Qinglong Cao Yuntian Chen Ayushi Nirmal Xiaokang Yang DeLMO 87 53 0 25 Sep 2023
Art or Artifice? Large Language Models and the False Promise of Creativity Tuhin Chakrabarty Philippe Laban Divyansh Agarwal Smaranda Muresan Chien-Sheng Wu 96 136 0 25 Sep 2023
An Empathy-Based Sandbox Approach to Bridge the Privacy Gap among Attitudes, Goals, Knowledge, and Behaviors Chaoran Chen Weijun Li Wenxin Song Yanfang Ye Yaxing Yao Toby Jia-Jun Li 60 14 0 25 Sep 2023
Self-Recovery Prompting: Promptable General Purpose Service Robot System with Foundation Models and Self-Recovery Mimo Shirasaka T. Matsushima S. Tsunashima Yuya Ikeda Aoi Horo ... Chikaha Tsuji Hikaru Wada Tsunekazu Omija Dai Komukai Yusuke Iwasawa LRM 74 13 0 25 Sep 2023
Physics of Language Models: Part 3.2, Knowledge Manipulation Zeyuan Allen-Zhu Yuanzhi Li KELM 90 105 0 25 Sep 2023
Lifelong Robot Learning with Human Assisted Language Planners Meenal Parakh Alisha Fong Anthony Simeonov Tao Chen Abhishek Gupta Pulkit Agrawal LM&Ro 113 17 0 25 Sep 2023
Identifying the Risks of LM Agents with an LM-Emulated Sandbox Yangjun Ruan Honghua Dong Andrew Wang Silviu Pitis Yongchao Zhou Jimmy Ba Yann Dubois Chris J. Maddison Tatsunori Hashimoto LLMAG ELM 78 124 0 25 Sep 2023
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval Ida Momennejad Hosein Hasanbeig Felipe Vieira Frujeri Hiteshi Sharma Robert Osazuwa Ness Nebojsa Jojic Hamid Palangi Jonathan Larson ELM LLMAG LRM 107 75 0 25 Sep 2023
Does the "most sinfully decadent cake ever" taste good? Answering Yes/No Questions from Figurative Contexts Geetanjali Rakshit Jeffrey Flanigan ELM 62 1 0 24 Sep 2023
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification Iain J. Cruickshank Lynnette Hui Xian Ng 81 9 0 24 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 101 72 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
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 99 24 0 23 Sep 2023
Calibrating LLM-Based Evaluator Yuxuan Liu Tianchi Yang Shaohan Huang Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang 114 33 0 23 Sep 2023
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue Sam Davidson Salvatore Romeo Raphael Shu James Gung Arshit Gupta Saab Mansour Yi Zhang ALM LLMAG 74 3 0 23 Sep 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 65 27 0 22 Sep 2023
Large Language Models Are Also Good Prototypical Commonsense Reasoners Chenin Li Qianglong Chen Yin Zhang Yifei Zhang Hongxiang Yao ReLM LRM ELM 66 0 0 22 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Joey Tianyi Zhou LLMAG LRM 103 143 0 22 Sep 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models Haoyu Gao Ting-En Lin Hangyu Li Min Yang Yuchuan Wu Wentao Ma Yongbin Li LRM 74 11 0 22 Sep 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition Haoxuan Qu Xiaofei Hui Yujun Cai Jun Liu 128 11 0 22 Sep 2023
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models Sichen Liu Zhiling Luo Gong Cheng LRM 56 1 0 22 Sep 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering Tongxu Luo Fangyu Lei Jiahe Lei Weihao Liu Shihu He Jun Zhao Kang Liu 49 3 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
Automatic Answerability Evaluation for Question Generation Zifan Wang Kotaro Funakoshi Manabu Okumura 78 3 0 22 Sep 2023
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems Leonardo Ranaldi Fabio Massimo Zanzotto 71 3 0 21 Sep 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges Vinay Samuel Houda Aynaou Arijit Ghosh Chowdhury Karthik Venkat Ramanan Aman Chadha SyDa 105 11 0 21 Sep 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 147 101 0 21 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 122 395 0 21 Sep 2023
Inspire the Large Language Model by External Knowledge on BioMedical Named Entity Recognition Junyi Bian Jiaxuan Zheng Yuyi Zhang Shanfeng Zhu 75 12 0 21 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 99 0 21 Sep 2023
ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events Woosuk Seo Chanmo Yang Young-Ho Kim 104 46 0 21 Sep 2023
Code Soliloquies for Accurate Calculations in Large Language Models Shashank Sonkar Myco Le Xinghe Chen Naiming Liu D. B. Mallick Richard G. Baraniuk SyDa 60 15 0 21 Sep 2023
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation Xinyu Tang Richard Shin Huseyin A. Inan Andre Manoel Fatemehsadat Mireshghallah Zinan Lin Sivakanth Gopi Janardhan Kulkarni Robert Sim 122 60 0 21 Sep 2023
LPML: LLM-Prompting Markup Language for Mathematical Reasoning Ryutaro Yamauchi Sho Sonoda Akiyoshi Sannai Wataru Kumagai KELM LRM 69 17 0 21 Sep 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 98 1 0 20 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 78 12 0 20 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 111 199 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
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning Tianbao Xie Siheng Zhao Chen Henry Wu Yitao Liu Qian Luo Victor Zhong Yanchao Yang Tao Yu LM&Ro 135 65 0 20 Sep 2023
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction Masahiro Kaneko Naoaki Okazaki LRM 99 5 0 20 Sep 2023