Title
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 31 15 0 10 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 39 32 0 07 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 31 70 0 04 Aug 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 21 0 0 03 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 38 41 0 01 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 24 41 0 31 Jul 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 55 614 0 31 Jul 2023
Deception Abilities Emerged in Large Language Models Thilo Hagendorff LLMAG 35 75 0 31 Jul 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 24 110 0 31 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 36 382 0 25 Jul 2023
LLM Censorship: A Machine Learning Challenge or a Computer Security Problem? David Glukhov Ilia Shumailov Y. Gal Nicolas Papernot V. Papyan AAML ELM 26 56 0 20 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Qingyao Ai Ting Bai Zhao Cao Yi-Ju Chang Jiawei Chen ... Peng-Zhen Zhang Fan Zhang Wei-na Zhang M. Zhang Xiaofei Zhu 52 58 0 19 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 48 4 0 19 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 90 10,977 0 18 Jul 2023
REX: Rapid Exploration and eXploitation for AI Agents Rithesh Murthy Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Le Xue ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese OffRL 26 8 0 18 Jul 2023
Question Decomposition Improves the Faithfulness of Model-Generated Reasoning Ansh Radhakrishnan Karina Nguyen Anna Chen Carol Chen Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM HILM 27 84 0 17 Jul 2023
EasyTPP: Towards Open Benchmarking Temporal Point Processes Siqiao Xue X. Shi Zhixuan Chu Yan Wang Hongyan Hao ... Chenyuan Pan James Y. Zhang Qingsong Wen Junqing Zhou Hongyuan Mei AI4TS 32 29 0 16 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 35 62 0 16 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 29 27 0 16 Jul 2023
Learning to Retrieve In-Context Examples for Large Language Models Liang Wang Nan Yang Furu Wei RALM 30 38 0 14 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 57 523 0 12 Jul 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Y. Zou Weijie J. Su Linjun Zhang AI4Ed 37 32 0 06 Jul 2023
SCITUNE: Aligning Large Language Models with Scientific Multimodal Instructions Sameera Horawalavithana Sai Munikoti Ian Stewart Henry Kvinge MLLM 19 20 0 03 Jul 2023
Preference Ranking Optimization for Human Alignment Feifan Song Yu Bowen Minghao Li Haiyang Yu Fei Huang Yongbin Li Houfeng Wang ALM 21 235 0 30 Jun 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 43 4 0 28 Jun 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Bill Xu Enhong Chen MLLM LRM 48 553 0 23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 20 212 0 23 Jun 2023
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models Shima Imani Ali Beyram H. Shrivastava 13 1 0 22 Jun 2023
Learning to Generate Better Than Your LLM Jonathan D. Chang Kianté Brantley Rajkumar Ramamurthy Dipendra Kumar Misra Wen Sun 19 40 0 20 Jun 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 19 12 0 16 Jun 2023
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation Guangyu Wang Guoxing Yang Zongxin Du Longjun Fan Xiaohu Li LM&MA ELM AI4MH 14 79 0 16 Jun 2023
Explaining Legal Concepts with Augmented Large Language Models (GPT-4) Jaromír Šavelka Kevin D. Ashley Morgan A. Gray Hannes Westermann Huihui Xu ELM AILaw 38 42 0 15 Jun 2023
Explore, Establish, Exploit: Red Teaming Language Models from Scratch Stephen Casper Jason Lin Joe Kwon Gatlen Culp Dylan Hadfield-Menell AAML 8 83 0 15 Jun 2023
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models Myles Foley Ambrish Rawat Taesung Lee Yufang Hou Gabriele Picco Giulio Zizzo DeLMO 30 5 0 15 Jun 2023
Propagating Knowledge Updates to LMs Through Distillation Shankar Padmanabhan Yasumasa Onoe Michael J.Q. Zhang Greg Durrett Eunsol Choi KELM 10 18 0 15 Jun 2023
AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn Difei Gao Lei Ji Luowei Zhou Kevin Lin Joya Chen Zihan Fan Mike Zheng Shou MLLM 27 71 0 14 Jun 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent Ziniu Hu Ahmet Iscen Chen Sun Kai-Wei Chang Yizhou Sun David A. Ross Cordelia Schmid Alireza Fathi 31 11 0 13 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng-Zhen Zhang Yuxiao Dong Jie Tang 17 94 0 13 Jun 2023
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control Longtao Zheng R. Wang Xinrun Wang Bo An LLMAG 22 57 0 13 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting J. Wang Qiushi Sun Xiang Li Ming Gao ReLM LRM 19 64 0 10 Jun 2023
Improving Open Language Models by Learning from Organic Interactions Jing Xu Da Ju Joshua Lane M. Komeili Eric Michael Smith ... Rashel Moritz Sainbayar Sukhbaatar Y-Lan Boureau Jason Weston Kurt Shuster 25 8 0 07 Jun 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 19 7 0 06 Jun 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li Oam Patel Fernanda Viégas Hanspeter Pfister Martin Wattenberg KELM HILM 26 472 0 06 Jun 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction Rose E. Wang Dorottya Demszky 19 58 0 05 Jun 2023
Orca: Progressive Learning from Complex Explanation Traces of GPT-4 Subhabrata Mukherjee Arindam Mitra Ganesh Jawahar Sahaj Agarwal Hamid Palangi Ahmed Hassan Awadallah ELM ALM LRM 33 262 0 05 Jun 2023
Fine-Tuning Language Models with Advantage-Induced Policy Alignment Banghua Zhu Hiteshi Sharma Felipe Vieira Frujeri Shi Dong Chenguang Zhu Michael I. Jordan Jiantao Jiao OSLM 23 39 0 04 Jun 2023
Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection Minh Le Nguyen K. Kishan Toan Q. Nguyen Thien Huu Nguyen Ankit Chadha Thuy Vu 18 0 0 03 Jun 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training Zeqiu Wu Yushi Hu Weijia Shi Nouha Dziri Alane Suhr Prithviraj Ammanabrolu Noah A. Smith Mari Ostendorf Hannaneh Hajishirzi ALM 30 303 0 02 Jun 2023
TorchRL: A data-driven decision-making library for PyTorch Albert Bou Matteo Bettini Sebastian Dittert Vikash Kumar Shagun Sodhani Xiaomeng Yang Gianni de Fabritiis Vincent Moens OffRL AI4CE 16 37 0 01 Jun 2023
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond Chuan Chen Zhenpeng Wu Yan-Hao Lai Wen-chao Ou Tianchi Liao Zibin Zheng 22 32 0 01 Jun 2023