Title
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu Jun Chen Kilichbek Haydarov Xiaoqian Shen Wenxuan Zhang Mohamed Elhoseiny MLLM 37 96 0 12 Mar 2023
Do large language models resemble humans in language use? Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 81 37 0 10 Mar 2023
ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark Ilias Chalkidis ALM ELM AI4MH AILaw 21 43 0 09 Mar 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction Jiabang He Lei Wang Yingpeng Hu Ning Liu Hui-juan Liu Xingdong Xu Hengtao Shen MLLM 6 47 0 09 Mar 2023
MenuCraft: Interactive Menu System Design with Large Language Models Amir Hossein Kargaran Nafiseh Nikeghbal Abbas Heydarnoori Hinrich Schütze LLMAG 28 4 0 08 Mar 2023
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Ruixiang Tang Xiaotian Han Xiaoqian Jiang Xia Hu LM&MA AI4MH SyDa 32 171 0 08 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 98 156 0 07 Mar 2023
Making a Computational Attorney Dell Zhang Frank Schilder Jack G. Conrad Masoud Makrehchi David von Rickenbach Isabelle Moulinier 24 1 0 07 Mar 2023
Larger language models do in-context learning differently Jerry W. Wei Jason W. Wei Yi Tay Dustin Tran Albert Webson ... Xinyun Chen Hanxiao Liu Da Huang Denny Zhou Tengyu Ma ReLM LRM 49 354 0 07 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification Seungone Kim Se June Joo Yul Jang Hyungjoo Chae Jinyoung Yeo LRM 22 12 0 07 Mar 2023
ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications? Ou Zheng Mohamed Abdel-Aty Dongdong Wang Zijin Wang Shengxuan Ding LM&MA 30 14 0 06 Mar 2023
OpenICL: An Open-Source Framework for In-context Learning Zhenyu Wu Yaoxiang Wang Jiacheng Ye Jiangtao Feng Jingjing Xu Yu Qiao Zhiyong Wu 29 49 0 06 Mar 2023
Prismer: A Vision-Language Model with Multi-Task Experts Shikun Liu Linxi Fan Edward Johns Zhiding Yu Chaowei Xiao Anima Anandkumar VLM MLLM 44 21 0 04 Mar 2023
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges Maria Lymperaiou Giorgos Stamou VLM 32 4 0 04 Mar 2023
Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms Sara Di Bartolomeo Giorgio Severi V. Schetinger Cody Dunne 43 8 0 03 Mar 2023
Understanding Natural Language Understanding Systems. A Critical Analysis Alessandro Lenci ELM 34 12 0 01 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 116 144 0 01 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 40 12,368 0 27 Feb 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition Maximillian Chen Zhou Yu 35 3 0 24 Feb 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 28 129 0 24 Feb 2023
Analyzing And Editing Inner Mechanisms Of Backdoored Language Models Max Lamparth Anka Reuel KELM 36 10 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 31 121 0 23 Feb 2023
Language Model Crossover: Variation through Few-Shot Prompting Elliot Meyerson M. Nelson Herbie Bradley Adam Gaier Arash Moradi Amy K. Hoover Joel Lehman VLM 40 79 0 23 Feb 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework Shengnan An Zeqi Lin B. Chen Qiang Fu Nanning Zheng Jian-Guang Lou 43 4 0 23 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 40 95 0 22 Feb 2023
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective Jindong Wang Xixu Hu Wenxin Hou Hao Chen Runkai Zheng ... Weirong Ye Xiubo Geng Binxing Jiao Yue Zhang Xingxu Xie AI4MH 52 220 0 22 Feb 2023
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT Jules White Quchen Fu Sam Hays Michael Sandborn Carlos Olea Henry Gilbert Ashraf Elnashar Jesse Spencer-Smith Douglas C. Schmidt LLMAG 84 1,053 0 21 Feb 2023
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao AI4MH 63 238 0 19 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study F. Megahed Ying-Ju Chen Joshua A. Ferris S. Knoth L. A. Jones‐Farmer 47 117 0 17 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 48 196 0 16 Feb 2023
Do We Still Need Clinical Language Models? Eric P. Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer LM&MA AI4MH 32 135 0 16 Feb 2023
Learning Performance-Improving Code Edits Alex Shypula Aman Madaan Yiming Yang Uri Alon Jacob R. Gardner Milad Hashemi Graham Neubig Parthasarathy Ranganathan Osbert Bastani Amir Yazdanbakhsh SyDa 33 81 0 15 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 47 368 0 15 Feb 2023
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study Jiaang Li Yova Kementchedjhieva Constanza Fierro Anders Søgaard VLM 30 9 0 13 Feb 2023
Compositional Exemplars for In-context Learning Jiacheng Ye Zhiyong Wu Jiangtao Feng Tao Yu Lingpeng Kong 48 111 0 11 Feb 2023
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models Renat Aksitov Chung-Ching Chang David Reitter Siamak Shakeri Yun-hsuan Sung RALM 21 16 0 11 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 63 572 0 10 Feb 2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models Mohammadreza Banaei Klaudia Bałazy Artur Kasymov R. Lebret Jacek Tabor Karl Aberer OffRL 21 0 0 08 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 27 1,337 0 08 Feb 2023
A Toy Model of Universality: Reverse Engineering How Networks Learn Group Operations Bilal Chughtai Lawrence Chan Neel Nanda 21 96 0 06 Feb 2023
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning Thomas Carta Clément Romac Thomas Wolf Sylvain Lamprier Olivier Sigaud Pierre-Yves Oudeyer LM&Ro LLMAG 22 182 0 06 Feb 2023
Evaluating Large Language Models in Theory of Mind Tasks Michal Kosinskihttps://www.semanticscholar.org/me/account LLMAG LRM 27 102 0 04 Feb 2023
Structure-informed Language Models Are Protein Designers Zaixiang Zheng Yifan Deng Dongyu Xue Yi Zhou YE Fei Quanquan Gu 37 87 0 03 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 30 409 0 02 Feb 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 31 119 0 31 Jan 2023
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models David A. Noever Forrest McKee ELM 74 12 0 31 Jan 2023
Looped Transformers as Programmable Computers Angeliki Giannou Shashank Rajput Jy-yong Sohn Kangwook Lee Jason D. Lee Dimitris Papailiopoulos 10 95 0 30 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 36 102 0 30 Jan 2023
Specializing Smaller Language Models towards Multi-Step Reasoning Yao Fu Hao-Chun Peng Litu Ou Ashish Sabharwal Tushar Khot ReLM LRM 42 242 0 30 Jan 2023