Title
WebCPM: Interactive Web Search for Chinese Long-form Question Answering Yujia Qin Zihan Cai Di Jin Lan Yan Shi Liang ... Ruobing Xie Fanchao Qi Zhiyuan Liu Maosong Sun Jie Zhou RALM 17 86 0 11 May 2023
GFlowNets with Human Feedback Yinchuan Li Shuang Luo Yunfeng Shao Jianye Hao AI4CE 13 5 0 11 May 2023
Automatic Evaluation of Attribution by Large Language Models Xiang Yue Boshi Wang Ziru Chen Kai Zhang Yu-Chuan Su Huan Sun ALM LRM HILM 25 54 0 10 May 2023
InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language Zhaoyang Liu Yinan He Wenhai Wang Weiyun Wang Yi Wang ... Yali Wang Limin Wang Ping Luo Jifeng Dai Yu Qiao LRM MLLM 19 79 0 09 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Wen-tau Yih Jason Weston Jürgen Schmidhuber Xian Li LRM 36 14 0 09 May 2023
Faithful Question Answering with Monte-Carlo Planning Ruixin Hong Hongming Zhang Honghui Zhao Dong Yu Changshui Zhang ReLM LRM 52 19 0 04 May 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 23 380 0 22 Apr 2023
Evaluating Verifiability in Generative Search Engines Nelson F. Liu Tianyi Zhang Percy Liang HILM 14 233 0 19 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 42 301 0 19 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 31 199 0 17 Apr 2023
A Comparative Study between Full-Parameter and LoRA-based Fine-Tuning on Chinese Instruction Data for Instruction Following Large Language Model Xianghui Sun Yunjie Ji Baochang Ma Xiangang Li ALM 11 17 0 17 Apr 2023
Towards Better Instruction Following Language Models for Chinese: Investigating the Impact of Training Data and Evaluation Yunjie Ji Yan Gong Yong Deng Yiping Peng Qiang Niu Baochang Ma Xiangang Li ALM ELM 22 22 0 16 Apr 2023
ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human Junfeng Tian Hehong Chen Guohai Xu Mingshi Yan Xing Gao ... Qinghao Ye Jie Zhang Ji Zhang Feiran Huang Jingren Zhou ALM VLM 26 15 0 16 Apr 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs Minghao Li Yingxiu Zhao Yu Bowen Feifan Song Hangyu Li Haiyang Yu Zhoujun Li Fei Huang Yongbin Li ELM RALM CLL 26 140 0 14 Apr 2023
DroidBot-GPT: GPT-powered UI Automation for Android Hao Wen Hongmin Wang Jiaxuan Liu Yuanchun Li LM&Ro LM&MA 23 38 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Rui Pan Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 16 401 0 13 Apr 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study Boxin Wang Wei Ping P. Xu Lawrence C. McAfee Zihan Liu ... Oleksii Kuchaiev Bo-wen Li Chaowei Xiao Anima Anandkumar Bryan Catanzaro RALM 35 55 0 13 Apr 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 48 10 0 13 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 41 310 0 12 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 32 344 0 11 Apr 2023
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 22 14 0 10 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 36 209 0 10 Apr 2023
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus Hongjing Qian Yutao Zhu Zhicheng Dou Haoqi Gu Xinyu Zhang Zheng Liu Ruofei Lai Zhao Cao J. Nie Ji-Rong Wen 38 25 0 10 Apr 2023
Rolling the Dice: Imagining Generative AI as a Dungeons & Dragons Storytelling Companion Jose Ma. Santiago Richard Lance Parayno Jordan Aiko Deja B. Samson 14 5 0 04 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 20 113 0 02 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society G. Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Bernard Ghanem SyDa ALM 24 399 0 31 Mar 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 40 338 0 30 Mar 2023
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs Yaobo Liang Chenfei Wu Ting Song Wenshan Wu Yan Xia ... Shaoguang Mao Yuntao Wang Linjun Shou Ming Gong Nan Duan LLMAG CLL 21 192 0 29 Mar 2023
Training Language Models with Language Feedback at Scale Jérémy Scheurer Jon Ander Campos Tomasz Korbak Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 34 101 0 28 Mar 2023
Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases Yunjie Ji Yong Deng Yan Gong Yiping Peng Qiang Niu L. Zhang Baochang Ma Xiangang Li ALM 19 93 0 26 Mar 2023
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton ... Vinicius G. Goecks Nicholas R. Waytowich David Watkins J. Miller Rohin Shah 27 16 0 23 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny P. L. Lo AI4MH LM&MA 40 127 0 21 Mar 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 15 366 0 20 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 11 1,100 0 20 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 39 765 0 20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq R. Joty 18 80 0 20 Mar 2023
TypeT5: Seq2seq Type Inference using Static Analysis Jiayi Wei Greg Durrett Işıl Dillig 34 18 0 16 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models Bhargavi Paranjape Scott M. Lundberg Sameer Singh Hannaneh Hajishirzi Luke Zettlemoyer Marco Tulio Ribeiro KELM ReLM LRM 19 140 0 16 Mar 2023
Exploring ChatGPT's Ability to Rank Content: A Preliminary Study on Consistency with Human Preferences Yunjie Ji Yan Gong Yiping Peng Chao Ni Peiyan Sun Dongyu Pan Baochang Ma Xiangang Li ELM ALM AI4MH 17 37 0 14 Mar 2023
Vision-Language Models as Success Detectors Yuqing Du Ksenia Konyushkova Misha Denil A. Raju Jessica Landon Felix Hill Nando de Freitas Serkan Cabi MLLM LRM 84 77 0 13 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 33 99 0 09 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 24 504 0 07 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 154 0 07 Mar 2023
Preference Transformer: Modeling Human Preferences using Transformers for RL Changyeon Kim Jongjin Park Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee OffRL 30 61 0 02 Mar 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 102 142 0 01 Mar 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 14 373 0 24 Feb 2023
Aligning Text-to-Image Models using Human Feedback Kimin Lee Hao Liu Moonkyung Ryu Olivia Watkins Yuqing Du Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh S. Gu EGVM 31 252 0 23 Feb 2023
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems Yihao Feng Shentao Yang Shujian Zhang Jianguo Zhang Caiming Xiong Mi Zhou Haiquan Wang OffRL 23 24 0 20 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 31 366 0 15 Feb 2023