Title
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 16 32 0 07 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 13 59 0 03 Nov 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 189 22 0 28 Oct 2022
Piloting Copilot and Codex: Hot Temperature, Cold Prompts, or Black Magic? Jean-Baptiste Döderlein M. Acher D. Khelladi B. Combemale 34 33 0 26 Oct 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 28 32 0 25 Oct 2022
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models Hao Liu Xinyang Geng Lisa Lee Igor Mordatch Sergey Levine Sharan Narang Pieter Abbeel KELM CLL 30 2 0 24 Oct 2022
The Curious Case of Absolute Position Embeddings Koustuv Sinha Amirhossein Kazemnejad Siva Reddy J. Pineau Dieuwke Hupkes Adina Williams 75 15 0 23 Oct 2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models Alessandro Stolfo Zhijing Jin Kumar Shridhar Bernhard Schölkopf Mrinmaya Sachan ELM OOD LRM 30 61 0 21 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 19 40 0 19 Oct 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training A. M. H. Tiong Junnan Li Boyang Albert Li Silvio Savarese S. Hoi MLLM 27 101 0 17 Oct 2022
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning Louis Castricato Alexander Havrilla Shahbuland Matiana Michael Pieler Anbang Ye Ian Yang Spencer Frazier Mark O. Riedl 23 12 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 20 107 0 13 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 31 520 0 13 Oct 2022
EleutherAI: Going Beyond "Open Science" to "Science in the Open" Jason Phang Herbie Bradley Leo Gao Louis Castricato Stella Biderman VLM 35 12 0 12 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 245 1,071 0 05 Oct 2022
Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh John X. Morris J. Aneja Alexander M. Rush Jianfeng Gao LRM 20 0 0 04 Oct 2022
Protein structure generation via folding diffusion Kevin E. Wu Kevin Kaichuang Yang Rianne van den Berg James Y. Zou Alex X. Lu Ava P. Amini DiffM 25 191 0 30 Sep 2022
Unpacking Large Language Models with Conceptual Consistency Pritish Sahu Michael Cogswell Yunye Gong Ajay Divakaran LRM 79 16 0 29 Sep 2022
Who is GPT-3? An Exploration of Personality, Values and Demographics Marilù Miotto Nicola Rossberg Bennett Kleinberg ELM PILM 19 105 0 28 Sep 2022
Petals: Collaborative Inference and Fine-tuning of Large Models Alexander Borzunov Dmitry Baranchuk Tim Dettmers Max Ryabinin Younes Belkada Artem Chumachenko Pavel Samygin Colin Raffel VLM 22 61 0 02 Sep 2022
FOLIO: Natural Language Reasoning with First-Order Logic Simeng Han Hailey Schoelkopf Yilun Zhao Zhenting Qi Martin Riddell ... Yingbo Zhou Caiming Xiong Rex Ying Arman Cohan Dragomir R. Radev ReLM LRM 26 91 0 02 Sep 2022
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP Johann Frei Frank Kramer 14 1 0 30 Aug 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Federico Cassano John Gouwar Daniel Nguyen S. Nguyen Luna Phipps-Costin ... Carolyn Jane Anderson Molly Q. Feldman Arjun Guha Michael Greenberg Abhinav Jangda ELM 22 81 0 17 Aug 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 8 16 0 11 Aug 2022
What Can Transformers Learn In-Context? A Case Study of Simple Function Classes Shivam Garg Dimitris Tsipras Percy Liang Gregory Valiant 19 447 0 01 Aug 2022
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence Markus Bayer Tobias Frey Christian A. Reuter AAML 16 15 0 22 Jul 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 14 299 0 17 Jul 2022
Recent Developments in AI and USPTO Open Data Scott Beliveau Jerry Ma 14 1 0 12 Jul 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action Dhruv Shah B. Osinski Brian Ichter Sergey Levine LM&Ro 139 435 0 10 Jul 2022
DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale Reza Yazdani Aminabadi Samyam Rajbhandari Minjia Zhang A. A. Awan Cheng-rong Li ... Elton Zheng Jeff Rasley Shaden Smith Olatunji Ruwase Yuxiong He 24 334 0 30 Jun 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 93 45 0 30 Jun 2022
Repository-Level Prompt Generation for Large Language Models of Code Disha Shrivastava Hugo Larochelle Daniel Tarlow 15 136 0 26 Jun 2022
Fault-Aware Neural Code Rankers J. Inala Chenglong Wang Mei Yang Andrés Codas Mark Encarnación Shuvendu K. Lahiri Madan Musuvathi Jianfeng Gao ALM 11 41 0 04 Jun 2022
Code Generation Tools (Almost) for Free? A Study of Few-Shot, Pre-Trained Language Models on Code Patrick Bareiss Beatriz Souza Marcelo d’Amorim Michael Pradel ELM 8 75 0 02 Jun 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations Kang Min Yoo Junyeob Kim Hyuhng Joon Kim Hyunsoo Cho Hwiyeol Jo Sang-Woo Lee Sang-goo Lee Taeuk Kim 23 123 0 25 May 2022
Evaluating and Inducing Personality in Pre-trained Language Models Guangyuan Jiang Manjie Xu Song-Chun Zhu Wenjuan Han Chi Zhang Yixin Zhu 26 75 0 20 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 33 3,475 0 02 May 2022
Inferring Implicit Relations in Complex Questions with Language Models Uri Katz Mor Geva Jonathan Berant ReLM LRM 14 11 0 28 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 57 367 0 18 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 26 148 0 15 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 22 625 0 12 Apr 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 18 167 0 12 Apr 2022
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models Archiki Prasad Peter Hase Xiang Zhou Mohit Bansal 15 117 0 14 Mar 2022
Sustainable Cloud Services for Verbal Interaction with Embodied Agents Lucrezia Grassi C. Recchiuto A. Sgorbissa 13 8 0 04 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 202 628 0 26 Feb 2022
Fooling MOSS Detection with Pretrained Language Models Stella Biderman Edward Raff DeLMO 4 35 0 19 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 211 1,654 0 15 Oct 2021
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators Zhixing Tan Xiangwen Zhang Shuo Wang Yang Liu VLM LRM 205 52 0 13 Oct 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 241 121 0 10 Sep 2021