Title
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research Made Nindyatama Nityasya Haryo Akbarianto Wibowo Alham Fikri Aji Genta Indra Winata Radityo Eko Prasojo Phil Blunsom A. Kuncoro 60 8 0 05 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 145 168 0 02 Jun 2023
Faster Causal Attention Over Large Sequences Through Sparse Flash Attention Matteo Pagliardini Daniele Paliotta Martin Jaggi Franccois Fleuret LRM 76 25 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 136 36 0 01 Jun 2023
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses Logan Stapleton Jordan Taylor Sarah E Fox Tongshuang Wu Haiyi Zhu 72 13 0 30 May 2023
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models Myra Cheng Esin Durmus Dan Jurafsky 73 204 0 29 May 2023
SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine Collaboration Hwaran Lee Seokhee Hong Joonsuk Park Takyoung Kim M. Cha ... Eun-Ju Lee Yong Lim Alice Oh San-hee Park Jung-Woo Ha 98 18 0 28 May 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 110 6 0 26 May 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 96 168 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 70 119 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 178 226 0 25 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan O. Arik Tomas Pfister ReLM OffRL LRM 86 54 0 23 May 2023
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs Pengcheng Jiang Cao Xiao Adam Cross Jimeng Sun AI4MH 97 24 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 136 6 0 21 May 2023
Pengi: An Audio Language Model for Audio Tasks Soham Deshmukh Benjamin Elizalde Rita Singh Huaming Wang MLLM AuLLM 100 182 0 19 May 2023
Ethical ChatGPT: Concerns, Challenges, and Commandments Jianlong Zhou Heimo Muller Andreas Holzinger Fang Chen AILaw SILM AI4MH 84 62 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 260 1,209 0 17 May 2023
Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation Yuxin Ren Zi-Qi Zhong Xingjian Shi Yi Zhu Chun Yuan Mu Li 99 7 0 16 May 2023
ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance Kaushik Roy Manas Gaur Misagh Soltani Vipula Rawte Ashwin Kalyan Amit P. Sheth AI4MH 96 27 0 13 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 118 110 0 13 May 2023
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 59 16 0 13 May 2023
When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust Minh Le Nguyen Duy-Hung Nguyen Shahab Sabahi Hung Le Jeffrey Yang Hajime Hotta 83 1 0 12 May 2023
Large Language Models in Sport Science & Medicine: Opportunities, Risks and Considerations M. Connor Michael OÑeill LM&MA 46 7 0 05 May 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming Hanlin Zhang Jiani Huang Ziyang Li Mayur Naik Eric P. Xing ReLM LRM 84 28 0 05 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 86 14 0 04 May 2023
Appropriateness is all you need! Hendrik Kempt A. Lavie S. Nagel 46 1 0 27 Apr 2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants A. Sun Varun Nair Elliot Schumacher Anitha Kannan 80 3 0 27 Apr 2023
The MiniPile Challenge for Data-Efficient Language Models Jean Kaddour MoE ALM 133 46 0 17 Apr 2023
Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing Lucie-Aimée Kaffee Arnav Arora Zeerak Talat Isabelle Augenstein 79 6 0 17 Apr 2023
OpenAssistant Conversations -- Democratizing Large Language Model Alignment Andreas Kopf Yannic Kilcher Dimitri von Rutte Sotiris Anagnostidis Zhi Rui Tam ... Arnav Dantuluri Andrew Maguire Christoph Schuhmann Huu Nguyen A. Mattick ALM LM&MA 151 640 0 14 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 109 73 0 11 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 263 0 07 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 134 182 0 04 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 71 43 0 04 Apr 2023
A Bibliometric Review of Large Language Models Research from 2017 to 2023 Lizhou Fan Lingyao Li Zihui Ma Sanggyu Lee Huizi Yu Libby Hemphill 112 157 0 03 Apr 2023
Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts? Adaku Uchendu Jooyoung Lee Hua Shen Thai Le Ting-Hao 'Kenneth' Huang Dongwon Lee DeLMO 107 34 0 03 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 61 9 0 02 Apr 2023
Towards Healthy AI: Large Language Models Need Therapists Too Baihan Lin Djallel Bouneffouf Guillermo Cecchi Kush R. Varshney AI4MH 87 19 0 02 Apr 2023
Assessing Language Model Deployment with Risk Cards Leon Derczynski Hannah Rose Kirk Vidhisha Balachandran Sachin Kumar Yulia Tsvetkov M. Leiser Saif Mohammad 107 45 0 31 Mar 2023
GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors Dongyeop Jang Tae-Rim Yun Choong-Yeol Lee Young-Kyu Kwon Chang-Eop Kim ELM LM&MA 67 29 0 31 Mar 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 246 853 0 30 Mar 2023
Language Models Trained on Media Diets Can Predict Public Opinion Eric Chu Jacob Andreas S. Ansolabehere Dwaipayan Roy 46 31 0 28 Mar 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang DeLMO 134 113 0 26 Mar 2023
Unit Scaling: Out-of-the-Box Low-Precision Training Charlie Blake Douglas Orr Carlo Luschi MQ 64 7 0 20 Mar 2023
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review Lixiang Yan Lele Sha Linxuan Zhao Yuheng Li Roberto Martínez-Maldonado Guanliang Chen Xinyu Li Yueqiao Jin D. Gašević SyDa ELM AI4Ed 123 316 0 17 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 99 403 0 17 Mar 2023
Towards the Scalable Evaluation of Cooperativeness in Language Models Alan Chan Maxime Riché Jesse Clifton LLMAG 81 7 0 16 Mar 2023
Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results Philipp Ennen Po-Chun Hsu Chan-Jan Hsu Chang-Le Liu Yen-Chen Wu Yin-Hsiang Liao Chin-Tung Lin Da-shan Shiu Wei-Yun Ma OSLM VLM AI4CE 90 11 0 08 Mar 2023
Automatically Auditing Large Language Models via Discrete Optimization Erik Jones Anca Dragan Aditi Raghunathan Jacob Steinhardt 119 172 0 08 Mar 2023
Computational-level Analysis of Constraint Compliance for General Intelligence R. Wray Steven J. Jones John E. Laird AI4CE 41 2 0 08 Mar 2023