Title
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction Yonggang Jin Ge Zhang Hao Zhao Tianyu Zheng Jiawei Guo Liuyu Xiang Shawn Yue Stephen W. Huang Zhaofeng He Jie Fu OffRL 126 4 0 06 Feb 2024
Measuring Implicit Bias in Explicitly Unbiased Large Language Models Xuechunzi Bai Angelina Wang Ilia Sucholutsky Thomas Griffiths 150 36 0 06 Feb 2024
Systematic Biases in LLM Simulations of Debates Amir Taubenfeld Yaniv Dover Roi Reichart Ariel Goldstein 74 59 0 06 Feb 2024
Discovery of the Hidden World with Large Language Models Chenxi Liu Yongqiang Chen Tongliang Liu Biwei Huang James Cheng Bo Han Kun Zhang CML 121 13 0 06 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 127 181 0 06 Feb 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 160 60 0 06 Feb 2024
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy Efe Bozkir Suleyman Ozdel Ka Hei Carrie Lau Mengdi Wang Hong Gao Enkelejda Kasneci 109 27 0 06 Feb 2024
DistiLLM: Towards Streamlined Distillation for Large Language Models Jongwoo Ko Sungnyun Kim Tianyi Chen SeYoung Yun 130 40 0 06 Feb 2024
ReLU $^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs Zhengyan Zhang Yixin Song Guanghui Yu Xu Han Yankai Lin Chaojun Xiao Chenyang Song Zhiyuan Liu Zeyu Mi Maosong Sun 82 36 0 06 Feb 2024
Large Language Models As MOOCs Graders Shahriar Golchin Nikhil Garuda Christopher Impey Matthew Wenger AI4Ed 31 5 0 06 Feb 2024
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model Xiangxiang Chu Limeng Qiao Xinyu Zhang Shuang Xu Fei Wei ... Xiaofei Sun Yiming Hu Xinyang Lin Bo Zhang Chunhua Shen VLM MLLM 85 109 0 06 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
Personalized Language Modeling from Personalized Human Feedback Xinyu Li Zachary C. Lipton Liu Leqi ALM 139 59 0 06 Feb 2024
On the Emergence of Cross-Task Linearity in the Pretraining-Finetuning Paradigm Zhanpeng Zhou Zijun Chen Yilan Chen Bo Zhang Junchi Yan MoMe 115 11 0 06 Feb 2024
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models Kelvin J.L. Koa Yunshan Ma Ritchie Ng Tat-Seng Chua AIFin LLMAG 108 31 0 06 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 42 9 0 06 Feb 2024
Self-Discover: Large Language Models Self-Compose Reasoning Structures Pei Zhou Jay Pujara Xiang Ren Xinyun Chen Heng-Tze Cheng Quoc V. Le Ed H. Chi Denny Zhou Swaroop Mishra Huaixiu Steven Zheng LRM ReLM 82 56 0 06 Feb 2024
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents Tomoyuki Kagaya Thong Jing Yuan Yuxuan Lou J. Karlekar Sugiri Pranata Akira Kinose Koki Oguri Felix Wick Yang You LLMAG 100 36 0 06 Feb 2024
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection Enyan Dai Min Lin Suhang Wang 84 3 0 06 Feb 2024
Toward Human-AI Alignment in Large-Scale Multi-Player Games Sugandha Sharma Guy Davidson Khimya Khetarpal Anssi Kanervisto Udit Arora Katja Hofmann Ida Momennejad 85 0 0 05 Feb 2024
Neural networks for abstraction and reasoning: Towards broad generalization in machines Mikel Bober-Irizar Soumya Banerjee AI4CE LRM NAI 92 10 0 05 Feb 2024
Nevermind: Instruction Override and Moderation in Large Language Models Edward Kim ALM 44 1 0 05 Feb 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Yiming Li Yu-Huan Wu Daya Guo ReLM LRM 225 1,289 0 05 Feb 2024
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models Anthony Sicilia Hyunwoo J. Kim Khyathi Chandu Malihe Alikhani Jack Hessel 60 2 0 05 Feb 2024
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model Ammar Haydari Dongjie Chen Zhengfeng Lai Michael Zhang Chen-Nee Chuah 147 10 0 05 Feb 2024
CIDAR: Culturally Relevant Instruction Dataset For Arabic Zaid Alyafeai Khalid Almubarak Ahmed Ashraf Deema Alnuhait Saied Alshahrani ... Qais Gawah Zead Saleh Mustafa Ghaleb Yousef Ali Maged S. Al-Shaibani 77 12 0 05 Feb 2024
Preference-Conditioned Language-Guided Abstraction Andi Peng Andreea Bobu Belinda Z. Li T. Sumers Ilia Sucholutsky Nishanth Kumar Thomas Griffiths Julie A. Shah 83 13 0 05 Feb 2024
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models Yixin Ou Ningyu Zhang Honghao Gui Ziwen Xu Shuofei Qiao ... Kangwei Liu Lei Li Zhen Bi Guozhou Zheng Huajun Chen SyDa 104 0 0 05 Feb 2024
InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions Yiyuan Zhang Yuhao Kang Zhixin Zhang Xiaohan Ding Sanyuan Zhao Xiangyu Yue VGen 100 4 0 05 Feb 2024
Decoding-time Realignment of Language Models Tianlin Liu Shangmin Guo Leonardo Bianco Daniele Calandriello Quentin Berthet Felipe Llinares-López Jessica Hoffmann Lucas Dixon Michal Valko Mathieu Blondel AI4CE 124 46 0 05 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 141 17 0 05 Feb 2024
Kernel PCA for Out-of-Distribution Detection Kun Fang Qinghua Tao Kexin Lv Mingzhen He Xiaolin Huang Jie Yang OODD 128 4 0 05 Feb 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 160 35 0 05 Feb 2024
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning Zeping Yu Sophia Ananiadou 102 12 0 05 Feb 2024
DeAL: Decoding-time Alignment for Large Language Models James Y. Huang Sailik Sengupta Daniele Bonadiman Yi-An Lai Arshit Gupta Nikolaos Pappas Saab Mansour Katrin Kirchoff Dan Roth 131 36 0 05 Feb 2024
Adversarial Text Purification: A Large Language Model Approach for Defense Raha Moraffah Shubh Khandelwal Amrita Bhattacharjee Huan Liu DeLMO AAML 97 5 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
Recursive Chain-of-Feedback Prevents Performance Degradation from Redundant Prompting Jinwoo Ahn Kyuseung Shin ReLM LRM AI4CE 80 1 0 05 Feb 2024
GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models Haibo Jin Ruoxi Chen Peiyan Zhang Andy Zhou Yang Zhang Haohan Wang LLMAG 113 28 0 05 Feb 2024
Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting Quang-Huy Nguyen Jin Peng Zhou Zhenzhen Liu Khanh-Huyen Bui Kilian Q. Weinberger Wei-Lun Chao Dung D. Le 84 0 0 05 Feb 2024
Governance of Generative Artificial Intelligence for Companies Johannes Schneider Rene Abraham Rene Abraham Christian Meske SILM 108 6 0 05 Feb 2024
GIRT-Model: Automated Generation of Issue Report Templates Nafiseh Nikeghbal Amir Hossein Kargaran Abbas Heydarnoori 98 3 0 04 Feb 2024
Are Large Language Models Table-based Fact-Checkers? Hangwen Zhang Q. Si Peng Fu Zheng Lin Weiping Wang LRM LMTD 83 4 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 66 10 0 04 Feb 2024
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback Gaurav Pandey Yatin Nandwani Tahira Naseem Mayank Mishra Guangxuan Xu Dinesh Raghu Sachindra Joshi Asim Munawar Ramón Fernández Astudillo BDL 68 4 0 04 Feb 2024
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback Yifu Yuan Jianye Hao Yi-An Ma Zibin Dong Hebin Liang Jinyi Liu Zhixin Feng Kai-Wen Zhao Yan Zheng OffRL ALM 79 16 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
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion Yanbin Wei Qiushi Huang James T. Kwok Yu Zhang 84 44 0 04 Feb 2024
A Survey on Robotics with Foundation Models: toward Embodied AI Zhiyuan Xu Kun Wu Junjie Wen Jinming Li Ning Liu Zhengping Che Jian Tang AI4CE LRM LM&Ro 94 29 0 04 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 106 43 0 04 Feb 2024