Title
Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation Ning Wang Zihan Yan W. Li Chuan Ma H. Chen Tao Xiang AAML 114 0 0 22 Apr 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models Tianyi Xiong Xinze Wang Dong Guo Qinghao Ye Haoqi Fan Quanquan Gu Heng Huang Chunyuan Li MLLM VLM LRM 116 53 0 03 Oct 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavaš Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 195 2 0 14 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 133 37 0 05 Aug 2024
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation Jinsheng Huang Liang Chen Taian Guo Fu Zeng Yusheng Zhao ... Wei Ju Luchen Liu Tianyu Liu Baobao Chang Ming Zhang 146 7 0 29 Jun 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning Haozhe Zhao Zefan Cai Shuzheng Si Xiaojian Ma Kaikai An Liang Chen Zixuan Liu Sheng Wang Wenjuan Han Baobao Chang MLLM VLM 81 143 0 14 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 112 955 0 14 Sep 2023
Making Large Language Models Better Reasoners with Alignment Peiyi Wang Lei Li Liang Chen Feifan Song Binghuai Lin Yunbo Cao Tianyu Liu Zhifang Sui ALM LRM 85 71 0 05 Sep 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Jinze Bai Shuai Bai Shusheng Yang Shijie Wang Sinan Tan Peng Wang Junyang Lin Chang Zhou Jingren Zhou MLLM VLM ObjD 131 931 0 24 Aug 2023
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization Weiran Yao Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Yihao Feng ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG LM&Ro 86 80 0 04 Aug 2023
Large Language Models Michael R Douglas LLMAG LM&MA 138 637 0 11 Jul 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Yifan Song Weimin Xiong Dawei Zhu Wenhao Wu Han Qian ... Cheng Li Ke Wang Rong Yao Ye Tian Sujian Li RALM LLMAG CLL LM&MA 67 62 0 11 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 393 4,422 0 09 Jun 2023
M $^3$ IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning Lei Li Yuwei Yin Shicheng Li Liang Chen Peiyi Wang ... Yazheng Yang Jingjing Xu Xu Sun Lingpeng Kong Qi Liu MLLM VLM 74 120 0 07 Jun 2023
Large Language Models are not Fair Evaluators Peiyi Wang Lei Li Liang Chen Zefan Cai Dawei Zhu Binghuai Lin Yunbo Cao Qi Liu Tianyu Liu Zhifang Sui ALM 122 571 0 29 May 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 75 238 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 150 838 0 25 May 2023
Asking Before Acting: Gather Information in Embodied Decision Making with Language Models Xiaoyu Chen Shenao Zhang Pushi Zhang Li Zhao Jianyu Chen LM&Ro 20 9 0 25 May 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 127 2,095 0 11 May 2023
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 160 2,060 0 20 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 103 324 0 19 Apr 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 560 4,910 0 17 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 100 217 0 17 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 62 28 0 10 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 397 1,961 0 07 Apr 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 103 394 0 20 Mar 2023
Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models Chenfei Wu Sheng-Kai Yin Weizhen Qi Xiaodong Wang Zecheng Tang Nan Duan MLLM LRM 118 643 0 08 Mar 2023
PaLM-E: An Embodied Multimodal Language Model Danny Driess F. Xia Mehdi S. M. Sajjadi Corey Lynch Aakanksha Chowdhery ... Marc Toussaint Klaus Greff Andy Zeng Igor Mordatch Peter R. Florence LM&Ro 114 1,663 0 06 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,420 0 27 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 159 1,766 0 09 Feb 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 109 340 0 03 Feb 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 429 4,641 0 30 Jan 2023
Planning-oriented Autonomous Driving Yi Hu Jiazhi Yang Li Chen Keyu Li Chonghao Sima ... Xiaosong Jia Qiang Liu Jifeng Dai Yu Qiao Hongyang Li 87 654 0 20 Dec 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 429 2,946 0 06 Oct 2022
Inner Monologue: Embodied Reasoning through Planning with Language Models Wenlong Huang F. Xia Ted Xiao Harris Chan Jacky Liang ... Tomas Jackson Linda Luu Sergey Levine Karol Hausman Brian Ichter LLMAG LM&Ro LRM 134 916 0 12 Jul 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 131 383 0 17 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 286 2,507 0 15 Jun 2022
Delving into the Openness of CLIP Shuhuai Ren Lei Li Xuancheng Ren Guangxiang Zhao Xu Sun VLM 58 13 0 04 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 523 4,077 0 24 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 418 3,585 0 29 Apr 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 515 6,279 0 05 Apr 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 113 426 0 03 Mar 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 100 262 0 03 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 823 9,576 0 28 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang Pieter Abbeel Deepak Pathak Igor Mordatch LM&Ro 96 1,120 0 18 Jan 2022
WebGPT: Browser-assisted question-answering with human feedback Reiichiro Nakano Jacob Hilton S. Balaji Jeff Wu Ouyang Long ... Gretchen Krueger Kevin Button Matthew Knight B. Chess John Schulman ALM RALM 189 1,285 0 17 Dec 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 838 42,332 0 28 May 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks Mohit Shridhar Jesse Thomason Daniel Gordon Yonatan Bisk Winson Han Roozbeh Mottaghi Luke Zettlemoyer Dieter Fox LM&Ro 114 779 0 03 Dec 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino Mohammad Rastegari Ali Farhadi Roozbeh Mottaghi 115 1,085 0 31 May 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 126 21,470 0 08 Apr 2018