Title
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 29 32 0 09 May 2023
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media Wei Qin Zetong Chen Lei Wang Yunshi Lan Wei Ren Richang Hong AI4MH 35 18 0 09 May 2023
How Do In-Context Examples Affect Compositional Generalization? Shengnan An Zeqi Lin Qiang Fu B. Chen Nanning Zheng Jian-Guang Lou Dongmei Zhang 34 49 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 43 44 0 08 May 2023
Putting Natural in Natural Language Processing Grzegorz Chrupała 30 9 0 08 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 27 63 0 08 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 26 24 0 06 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-Wei Lee Ee-Peng Lim ReLM LRM 36 316 0 06 May 2023
Using ChatGPT for Entity Matching Ralph Peeters Christian Bizer AI4MH 30 25 0 05 May 2023
AttentionViz: A Global View of Transformer Attention Catherine Yeh Yida Chen Aoyu Wu Cynthia Chen Fernanda Viégas Martin Wattenberg ViT 33 52 0 04 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 59 363 0 04 May 2023
Conformal Nucleus Sampling Shauli Ravfogel Carlos Wert Carvajal M.F. Eggl UQLM 67 20 0 04 May 2023
Faithful Question Answering with Monte-Carlo Planning Ruixin Hong Hongming Zhang Honghui Zhao Dong Yu Changshui Zhang ReLM LRM 60 19 0 04 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 67 61 0 04 May 2023
Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs Deepak Narayanan Keshav Santhanam Peter Henderson Rishi Bommasani Tony Lee Percy Liang 145 3 0 03 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 152 164 0 03 May 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 78 93 0 03 May 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing Wes Gurnee Neel Nanda Matthew Pauly Katherine Harvey Dmitrii Troitskii Dimitris Bertsimas MILM 165 190 0 02 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang Hao Fei Yuan Yao Wei Ji Li Li Zhiyuan Liu Tat-Seng Chua MLLM VLM 38 85 0 02 May 2023
In-Context Learning Unlocked for Diffusion Models Zhendong Wang Yi Ding Yadong Lu Yelong Shen Pengcheng He Weizhu Chen Zhangyang Wang Mingyuan Zhou VLM DiffM 94 68 0 01 May 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 196 123 0 30 Apr 2023
Working Memory Capacity of ChatGPT: An Empirical Study Dongyu Gong Xingchen Wan Dingmin Wang LLMAG KELM AI4MH 32 13 0 30 Apr 2023
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models Guijin Son Han-Na Jung Moonjeong Hahm Keonju Na Sol Jin AIFin LRM 58 18 0 30 Apr 2023
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Emre Kıcıman Robert Osazuwa Ness Amit Sharma Chenhao Tan LRM ELM 32 261 0 28 Apr 2023
Are Emergent Abilities of Large Language Models a Mirage? Rylan Schaeffer Brando Miranda Oluwasanmi Koyejo LRM 50 397 0 28 Apr 2023
Towards Automated Circuit Discovery for Mechanistic Interpretability Arthur Conmy Augustine N. Mavor-Parker Aengus Lynch Stefan Heimersheim Adrià Garriga-Alonso 29 282 0 28 Apr 2023
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks Lei Zhang Yuge Zhang Kan Ren Dongsheng Li Yuqing Yang LLMAG 25 37 0 28 Apr 2023
Towards autonomous system: flexible modular production system enhanced with large language model agents Yuchen Xia Manthan Shenoy N. Jazdi M. Weyrich LLMAG AI4CE 43 51 0 28 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 139 629 0 26 Apr 2023
Domain Mastery Benchmark: An Ever-Updating Benchmark for Evaluating Holistic Domain Knowledge of Large Language Model--A Preliminary Release Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Zhuozhi Xiong Zihan Li Qi He Sihang Jiang Hongwei Feng Yanghua Xiao ELM ALM 47 2 0 23 Apr 2023
Emergent and Predictable Memorization in Large Language Models Stella Biderman USVSN Sai Prashanth Lintang Sutawika Hailey Schoelkopf Quentin G. Anthony Shivanshu Purohit Edward Raf 35 117 0 21 Apr 2023
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT Tianyang Zhong Yaonai Wei Li Yang Zihao Wu Zheng Liu ... Xi Jiang Jun-Feng Han Dinggang Shen Tianming Liu Tuo Zhang LRM 24 27 0 21 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 29 317 0 21 Apr 2023
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 75 1,915 0 20 Apr 2023
Using Text-to-Image Generation for Architectural Design Ideation Ville Paananen J. Oppenlaender Aku Visuri DiffM 32 54 0 20 Apr 2023
A Latent Space Theory for Emergent Abilities in Large Language Models Hui Jiang LRM 25 35 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 58 301 0 19 Apr 2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Qiao Jin Yifan Yang Qingyu Chen Zhiyong Lu LM&MA LLMAG 22 146 0 19 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Zhiyu Li Wei Guo Huajun Chen Ningyu Zhang 19 36 0 18 Apr 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 34 8 0 18 Apr 2023
Towards Robust Prompts on Vision-Language Models Jindong Gu Ahmad Beirami Xuezhi Wang Alex Beutel Philip Torr Yao Qin VLM VPVLM 38 8 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 42 200 0 17 Apr 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 34 11 0 16 Apr 2023
SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities Chang Liu Dongbo Wang Zhixiao Zhao Die Hu Mengcheng Wu ... Si Shen Bin Li Jiangfeng Liu Hai Zhang Lianzheng Zhao 21 9 0 16 Apr 2023
nanoLM: an Affordable LLM Pre-training Benchmark via Accurate Loss Prediction across Scales Yiqun Yao Siqi Fan Xiusheng Huang Xuezhi Fang Xiang Li ... Peng Han Shuo Shang Kang Liu Aixin Sun Yequan Wang 33 6 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 18 408 0 13 Apr 2023
"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu Advait Sarkar Carina Negreanu B. Zorn Jack Williams N. Toronto Andrew D. Gordon 29 106 0 13 Apr 2023
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning Petter Törnberg AI4MH 22 142 0 13 Apr 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 30 270 0 12 Apr 2023
Approximating Online Human Evaluation of Social Chatbots with Prompting Ekaterina Svikhnushina Pearl Pu ELM 18 13 0 11 Apr 2023