Title
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 81 15 0 17 Dec 2023
Silkie: Preference Distillation for Large Visual Language Models Lei Li Zhihui Xie Mukai Li Shunian Chen Peiyi Wang Liang Chen Yazheng Yang Benyou Wang Lingpeng Kong MLLM 190 80 0 17 Dec 2023
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization Do Xuan Long Mohammad Hassanpour Ahmed Masry P. Kavehzadeh Enamul Hoque Shafiq Joty LRM 47 10 0 17 Dec 2023
Policy Optimization in RLHF: The Impact of Out-of-preference Data Ziniu Li Tian Xu Yang Yu 107 34 0 17 Dec 2023
When Parameter-efficient Tuning Meets General-purpose Vision-language Models Yihang Zhai Haixin Wang Jianlong Chang Xinlong Yang Jinan Sun Shikun Zhang Qi Tian VLM MLLM 66 1 0 16 Dec 2023
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 54 1 0 16 Dec 2023
ProTIP: Progressive Tool Retrieval Improves Planning R. Anantha Bortik Bandyopadhyay Anirudh Kashi Sayantan Mahinder Andrew W Hill Srinivas Chappidi 53 6 0 16 Dec 2023
One-Shot Learning as Instruction Data Prospector for Large Language Models Yunshui Li Binyuan Hui Xiaobo Xia Jiaxi Yang Min Yang ... Ling-Hao Chen Junhao Liu Tongliang Liu Fei Huang Yongbin Li 109 36 0 16 Dec 2023
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 53 0 0 15 Dec 2023
Faithful Persona-based Conversational Dataset Generation with Large Language Models Pegah Jandaghi XiangHai Sheng Xinyi Bai Jay Pujara Hakim Sidahmed 99 24 0 15 Dec 2023
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin Shihan Dou Enyu Zhou Yan Liu Songyang Gao Jun Zhao ... Jiang Zhu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang CLL MoE KELM 83 36 0 15 Dec 2023
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models Lee Hyun Kim Sung-Bin Seungju Han Youngjae Yu Tae-Hyun Oh 100 15 0 15 Dec 2023
Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models Jiawei Zhao Kejiang Chen Xianjian Yuan Yuang Qi Weiming Zhang Neng H. Yu 97 9 0 15 Dec 2023
Riveter: Measuring Power and Social Dynamics Between Entities Maria Antoniak Anjalie Field Jimin Mun Melanie Walsh Lauren F. Klein Maarten Sap 58 9 0 15 Dec 2023
GSVA: Generalized Segmentation via Multimodal Large Language Models Zhuofan Xia Dongchen Han Yizeng Han Xuran Pan Shiji Song Gao Huang VLM 152 68 0 15 Dec 2023
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision Collin Burns Pavel Izmailov Jan Hendrik Kirchner Bowen Baker Leo Gao ... Adrien Ecoffet Manas Joglekar Jan Leike Ilya Sutskever Jeff Wu ELM 143 299 0 14 Dec 2023
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences Minyoung Hwang Luca Weihs Chanwoo Park Kimin Lee Aniruddha Kembhavi Kiana Ehsani 90 20 0 14 Dec 2023
Self-Evaluation Improves Selective Generation in Large Language Models Jie Jessie Ren Yao-Min Zhao Tu Vu Peter J. Liu Balaji Lakshminarayanan ELM 97 41 0 14 Dec 2023
DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving Wenhai Wang Jiangwei Xie ChuanYang Hu Haoming Zou Jianan Fan ... Lewei Lu Xizhou Zhu Xiaogang Wang Yu Qiao Jifeng Dai 106 146 0 14 Dec 2023
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 174 61 0 14 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang D. Yin 148 10 0 14 Dec 2023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 64 25 0 14 Dec 2023
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models Zhiyuan You Zheyuan Li Jinjin Gu Zhenfei Yin Tianfan Xue Chao Dong EGVM 83 42 0 14 Dec 2023
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations Peiyi Wang Lei Li Zhihong Shao R. X. Xu Damai Dai Yifei Li Deli Chen Y.Wu Zhifang Sui AIMat LRM ALM 205 398 0 14 Dec 2023
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent Haoran Liao Qinyi Du Shaohua Hu Hao He Yanyan Xu Jidong Tian Yaohui Jin LRM AI4CE 65 1 0 14 Dec 2023
Evaluating Large Language Models for Health-related Queries with Presuppositions Navreet Kaur Monojit Choudhury Danish Pruthi HILM ELM 81 4 0 14 Dec 2023
TigerBot: An Open Multilingual Multitask LLM Ye Chen Wei Cai Liangming Wu Xiaowei Li Zhanxuan Xin Cong Fu 271 11 0 14 Dec 2023
Future-proofing geotechnics workflows: accelerating problem-solving with large language models Stephen Wu Yu Otake Daijiro Mizutani Chang Liu Kotaro Asano ... Taiga Saito Akihiro Shioi M. Takenobu Keigo Tsukioka Ryo Yoshikawa AI4CE 34 13 0 14 Dec 2023
Distributional Preference Learning: Understanding and Accounting for Hidden Context in RLHF Anand Siththaranjan Cassidy Laidlaw Dylan Hadfield-Menell 134 72 0 13 Dec 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 105 18 0 13 Dec 2023
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue Yizhe Yang Heyan Huang Yuhang Liu Yang Gao 63 1 0 13 Dec 2023
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 197 5 0 13 Dec 2023
Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming Younes Lakhnati Max Pascher Jens Gerken LLMAG LM&Ro 76 4 0 12 Dec 2023
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 78 6 0 12 Dec 2023
Rethinking the Instruction Quality: LIFT is What You Need Yang Xu Yongqiang Yao Yufan Huang Mengnan Qi Maoquan Wang Bin Gu Neel Sundaresan ALM 83 35 0 12 Dec 2023
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 112 43 0 10 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 116 153 0 10 Dec 2023
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 92 125 0 08 Dec 2023
FREDSum: A Dialogue Summarization Corpus for French Political Debates Virgile Rennard Guokan Shang Damien Grari Julie Hunter Michalis Vazirgiannis 75 3 0 08 Dec 2023
MEVG: Multi-event Video Generation with Text-to-Video Models Gyeongrok Oh Jaehwan Jeong Sieun Kim Wonmin Byeon Jinkyu Kim Sungwoong Kim Sangpil Kim VGen DiffM 117 23 0 07 Dec 2023
Mitigating Open-Vocabulary Caption Hallucinations Assaf Ben-Kish Moran Yanuka Morris Alper Raja Giryes Hadar Averbuch-Elor MLLM VLM 123 6 0 06 Dec 2023
UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity Jia-li Zuo Hanyu Zhou Ying Nie Feng Zhang Tianyu Guo Nong Sang Yunhe Wang Changxin Gao 141 23 0 06 Dec 2023
ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference Tianchi Cai Xierui Song Jiyan Jiang Fei Teng Jinjie Gu Guannan Zhang ALM 94 5 0 05 Dec 2023
Visual Hindsight Self-Imitation Learning for Interactive Navigation Kibeom Kim Kisung Shin Min Whoo Lee Moonhoen Lee Minsu Lee Byoung-Tak Zhang 94 2 0 05 Dec 2023
Breast Ultrasound Report Generation using LangChain Jaeyoung Huh HyunWook Park Jong Chul Ye 36 6 0 05 Dec 2023
GPT4Point: A Unified Framework for Point-Language Understanding and Generation Zhangyang Qi Ye Fang Zeyi Sun Xiaoyang Wu Tong Wu Jiaqi Wang Dahua Lin Hengshuang Zhao MLLM 184 42 0 05 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 182 15 0 04 Dec 2023
Honesty Is the Best Policy: Defining and Mitigating AI Deception Francis Rhys Ward Francesco Belardinelli Francesca Toni Tom Everitt 184 31 0 03 Dec 2023
RLHF and IIA: Perverse Incentives Wanqiao Xu Shi Dong Xiuyuan Lu Grace Lam Zheng Wen Benjamin Van Roy 86 2 0 02 Dec 2023
CLIP-QDA: An Explainable Concept Bottleneck Model Rémi Kazmierczak Eloise Berthier Goran Frehse Gianni Franchi 101 7 0 30 Nov 2023