Title
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 41 103 0 19 Apr 2023
The Design Space of Generative Models Meredith Ringel Morris Carrie J. Cai J. Holbrook Chinmay Kulkarni Michael Terry 3DV 18 28 0 15 Apr 2023
A Survey of Resources and Methods for Natural Language Processing of Serbian Language U. Marovac A. Avdić Nikola Milosevic 33 1 0 11 Apr 2023
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 30 14 0 10 Apr 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models Pengfei Li Jianyi Yang M. A. Islam Shaolei Ren 86 122 0 06 Apr 2023
The Vector Grounding Problem Dimitri Coelho Mollo Raphael Milliere 41 26 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 30 38 0 04 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics J. Holmes Zheng Liu Lian-Cheng Zhang Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE ELM 30 120 0 01 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 41 412 0 31 Mar 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 34 30 0 30 Mar 2023
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X Qinkai Zheng Xiao Xia Xu Zou Yuxiao Dong Shanshan Wang ... Andi Wang Yang Li Teng Su Zhilin Yang Jie Tang ELM ALM SyDa 57 317 0 30 Mar 2023
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Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 43 342 0 30 Mar 2023
LMCanvas: Object-Oriented Interaction to Personalize Large Language Model-Powered Writing Environments Tae Soo Kim Arghya Sarkar Yoonjoo Lee Minsuk Chang Juho Kim LLMAG MLLM 21 10 0 27 Mar 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 72 52 0 27 Mar 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 27 13 0 26 Mar 2023
The Robot in the Room: Influence of Robot Facial Expressions and Gaze on Human-Human-Robot Collaboration Di Fu Fares Abawi S. Wermter 9 2 0 24 Mar 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 27 221 0 22 Mar 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 44 382 0 17 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 23 142 0 16 Mar 2023
How Many Demonstrations Do You Need for In-context Learning? Jiuhai Chen Lichang Chen Chen Zhu Dinesh Manocha LRM 24 39 0 14 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 25 42 0 10 Mar 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 26 7 0 10 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 29 508 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
MathPrompter: Mathematical Reasoning using Large Language Models Shima Imani Liang Du H. Shrivastava KELM ReLM LRM 6 194 0 04 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 37 12,368 0 27 Feb 2023
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 40 26 0 23 Feb 2023
Sentence Simplification via Large Language Models Yutao Feng Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 28 17 0 23 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 32 28 0 17 Feb 2023
Improving Training Stability for Multitask Ranking Models in Recommender Systems Jiaxi Tang Yoel Drori Daryl Chang M. Sathiamoorthy Justin Gilmer Li Wei Xinyang Yi Lichan Hong Ed H. Chi 32 10 0 17 Feb 2023
Massively Multilingual Shallow Fusion with Large Language Models Ke Hu Tara N. Sainath Bo-wen Li Nan Du Yanping Huang Andrew M. Dai Yu Zhang Rodrigo Cabrera Z. Chen Trevor Strohman 35 13 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
Retrieval-augmented Image Captioning R. Ramos Desmond Elliott Bruno Martins VLM 32 29 0 16 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 43 1,604 0 09 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
Multipath agents for modular multitask ML systems Andrea Gesmundo 28 1 0 06 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 33 98 0 05 Feb 2023
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers K. Choromanski Shanda Li Valerii Likhosherstov Kumar Avinava Dubey Shengjie Luo Di He Yiming Yang Tamás Sarlós Thomas Weingarten Adrian Weller 37 8 0 03 Feb 2023
Mixed Precision Post Training Quantization of Neural Networks with Sensitivity Guided Search Clemens J. S. Schaefer Elfie Guo Caitlin Stanton Xiaofan Zhang T. Jablin Navid Lambert-Shirzad Jian Li Chia-Wei Chou Siddharth Joshi Yu Wang MQ 31 3 0 02 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 32 17 0 02 Feb 2023
Creating a Large Language Model of a Philosopher Eric Schwitzgebel David Schwitzgebel A. Strasser DeLMO AI4CE 27 59 0 02 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 32 403 0 31 Jan 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 57 11 0 29 Jan 2023
ChatGPT is not all you need. A State of the Art Review of large Generative AI models Roberto Gozalo-Brizuela E.C. Garrido-Merchán 27 261 0 11 Jan 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 45 73 0 11 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 158 0 31 Dec 2022
GPT Takes the Bar Exam M. Bommarito Daniel Martin Katz ELM 41 152 0 29 Dec 2022
CausalDialogue: Modeling Utterance-level Causality in Conversations Yi-Lin Tuan Alon Albalak Wenda Xu Michael Stephen Saxon Connor Pryor Lise Getoor William Yang Wang CML 37 2 0 20 Dec 2022
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models Jingjing Xu Qingxiu Dong Hongyi Liu Lei Li ALM LRM 33 1 0 20 Dec 2022