Title
ARB: Advanced Reasoning Benchmark for Large Language Models Tomohiro Sawada Daniel Paleka Alexander Havrilla Pranav Tadepalli Paula Vidas Alexander Kranias John J. Nay Kshitij Gupta Aran Komatsuzaki ELM LRM 45 37 0 25 Jul 2023
Getting pwn'd by AI: Penetration Testing with Large Language Models A. Happe Jürgen Cito 27 76 0 24 Jul 2023
How to use LLMs for Text Analysis Petter Tornberg 24 10 0 24 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 41 201 0 24 Jul 2023
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models Hiromu Yakura Masataka Goto 29 2 0 24 Jul 2023
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 40 76 0 21 Jul 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 37 28 0 20 Jul 2023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 46 101 0 20 Jul 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 21 13 0 20 Jul 2023
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting Rylan Schaeffer Kateryna Pistunova Samarth Khanna Sarthak Consul Oluwasanmi Koyejo ReLM LRM 44 10 0 20 Jul 2023
Deceptive Alignment Monitoring Andres Carranza Dhruv Pai Rylan Schaeffer Arnuv Tandon Oluwasanmi Koyejo 37 7 0 20 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 31 2 0 19 Jul 2023
The semantic landscape paradigm for neural networks Shreyas Gokhale 23 2 0 18 Jul 2023
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning Liang Zhao En Yu Zheng Ge Jinrong Yang Hao-Ran Wei ... Jian‐Yuan Sun Yuang Peng Runpei Dong Chunrui Han Xiangyu Zhang MLLM LRM 44 53 0 18 Jul 2023
Human Body Digital Twin: A Master Plan Chenyu Tang Wentian Yi Edoardo Occhipinti Yanning Dai Shuo Gao L. Occhipinti AI4CE 12 20 0 18 Jul 2023
Towards a Neural Era in Dialogue Management for Collaboration: A Literature Survey Amogh Mannekote LLMAG 18 3 0 18 Jul 2023
Multimodal LLMs for health grounded in individual-specific data Anastasiya Belyaeva J. Cosentino F. Hormozdiari Krish Eswaran S. Shetty Greg C. Corrado Andrew Carroll Cory Y. McLean N. Furlotte LM&MA 33 49 0 18 Jul 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong-jia Jiang Yong Li F. Zhou Haitao Zheng Qingyu Zhou 39 43 0 18 Jul 2023
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction Cong Jiang Xiaolei Yang ELM LRM AILaw 23 40 0 17 Jul 2023
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study Peiyu Liu Zikang Liu Ze-Feng Gao Dawei Gao Wayne Xin Zhao Yaliang Li Bolin Ding Ji-Rong Wen MQ LRM 38 33 0 16 Jul 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 48 14 0 16 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 43 29 0 16 Jul 2023
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models Adian Liusie Potsawee Manakul Mark Gales ELM 32 36 0 15 Jul 2023
Transformers are Universal Predictors Sourya Basu Moulik Choraria Lav Varshney 28 4 0 15 Jul 2023
Can Large Language Models Empower Molecular Property Prediction? Chao Qian Huayi Tang Zhi-Jiang Yang Hongsi Liang Y. Liu AI4CE 36 39 0 14 Jul 2023
Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild G. Siracusano D. Sanvito Roberto González Manikantan Srinivasan Sivakaman Kamatchi Wataru Takahashi Masaru Kawakita Takahiro Kakumaru R. Bifulco 32 15 0 14 Jul 2023
Drive Like a Human: Rethinking Autonomous Driving with Large Language Models Daocheng Fu Xin Li Licheng Wen Min Dou Pinlong Cai Botian Shi Yu Qiao 46 153 0 14 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 544 0 12 Jul 2023
Self-Adaptive Large Language Model (LLM)-Based Multiagent Systems Nathalia Nascimento Paulo S. C. Alencar Donald D. Cowan LLMAG 22 38 0 12 Jul 2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers S. Latif Muhammad Usama Mohammad Ibrahim Malik Björn W. Schuller 48 17 0 12 Jul 2023
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models Wenlong Huang Chen Wang Ruohan Zhang Yunzhu Li Jiajun Wu Li Fei-Fei LM&Ro 39 483 0 12 Jul 2023
Large Language Models Michael R Douglas LLMAG LM&MA 56 568 0 11 Jul 2023
Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation Zhexin Zhang Jiaxin Wen Minlie Huang 38 32 0 10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 36 21 0 09 Jul 2023
Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions Dawen Zhang Pamela Finckenberg-Broman Thong Hoang Shidong Pan Zhenchang Xing Mark Staples Xiwei Xu AILaw MU 40 51 0 08 Jul 2023
Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media Chuanbo Hu Bin Liu Xin Li Yanfang Ye 18 4 0 07 Jul 2023
MultiQG-TI: Towards Question Generation from Multi-modal Sources Zichao Wang Richard Baraniuk 28 5 0 07 Jul 2023
Teaching Arithmetic to Small Transformers Nayoung Lee Kartik K. Sreenivasan Jason D. Lee Kangwook Lee Dimitris Papailiopoulos LRM 32 83 0 07 Jul 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models Liangzhe Yuan N. B. Gundavarapu Long Zhao Hao Zhou Huayu Chen ... Florian Schroff Hartwig Adam Ming-Hsuan Yang Ting Liu Boqing Gong ELM 40 9 0 06 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 49 118 0 06 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 85 1,538 0 06 Jul 2023
Can ChatGPT's Responses Boost Traditional Natural Language Processing? Mostafa M. Amin Min Zhang Björn W. Schuller AI4MH 27 12 0 06 Jul 2023
Amplifying Limitations, Harms and Risks of Large Language Models Michael OÑeill M. Connor 20 7 0 06 Jul 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu ALM 22 9 0 06 Jul 2023
Jailbroken: How Does LLM Safety Training Fail? Alexander Wei Nika Haghtalab Jacob Steinhardt 127 856 0 05 Jul 2023
Hoodwinked: Deception and Cooperation in a Text-Based Game for Language Models Aidan O'Gara 13 37 0 05 Jul 2023
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning Waseem Alshikh Manhal Daaboul K. Goddard Brock Imel Kiran Kamble Parikshit Kulkarni M. Russak ALM 11 13 0 05 Jul 2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records Viktor Schlegel Hao Li Yuping Wu Anand Subramanian Thanh-Tung Nguyen ... Daniel Beck Xiaojun Zeng Riza Batista-Navarro Stefan Winkler Goran Nenadic LM&MA MedIm 32 9 0 05 Jul 2023
Trainable Transformer in Transformer A. Panigrahi Sadhika Malladi Mengzhou Xia Sanjeev Arora VLM 34 13 0 03 Jul 2023
Conformer LLMs -- Convolution Augmented Large Language Models Prateek Verma 30 1 0 02 Jul 2023