Title
Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data Nahema Marchal Rachel Xu Rasmi Elasmar Iason Gabriel Beth Goldberg William S. Isaac LLMAG 41 13 0 19 Jun 2024
Optimizing Psychological Counseling with Instruction-Tuned Large Language Models Wenjie Li Tianyu Sun Kun Qian Wenhong Wang LM&MA 59 2 0 19 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 90 2 0 19 Jun 2024
Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models Eldar Kurtic Amir Moeini Dan Alistarh LRM 44 2 0 18 Jun 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models Vahid Noroozi Zhehuai Chen Somshubra Majumdar Steve Huang Jagadeesh Balam Boris Ginsburg SyDa 69 5 0 18 Jun 2024
How Do Large Language Models Acquire Factual Knowledge During Pretraining? Hoyeon Chang Jinho Park Seonghyeon Ye Sohee Yang Youngkyung Seo Du-Seong Chang Minjoon Seo KELM 50 38 0 17 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 61 57 0 17 Jun 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models Siyan Zhao Tung Nguyen Aditya Grover 70 6 0 17 Jun 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging Zhenyi Lu Chenghao Fan Wei Wei Xiaoye Qu Dangyang Chen Yu Cheng MoMe 63 52 0 17 Jun 2024
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights Zhikai Chen Haitao Mao Jingzhe Liu Yu Song Bingheng Li ... Bahare Fatemi Anton Tsitsulin Bryan Perozzi Hui Liu Jiliang Tang 49 13 0 15 Jun 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 63 44 0 15 Jun 2024
Improving Large Models with Small models: Lower Costs and Better Performance Dong Chen Shuo Zhang Yueting Zhuang Siliang Tang Qidong Liu Hua Wang Mingliang Xu 50 5 0 15 Jun 2024
What is the Visual Cognition Gap between Humans and Multimodal LLMs? Xu Cao Bolin Lai Wenqian Ye Yunsheng Ma Joerg Heintz Jintai Chen Jianguo Cao James M. Rehg 54 8 0 14 Jun 2024
Quantifying Variance in Evaluation Benchmarks Lovish Madaan Aaditya K. Singh Rylan Schaeffer Andrew Poulton Sanmi Koyejo Pontus Stenetorp Sharan Narang Dieuwke Hupkes 56 12 0 14 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 60 3 0 14 Jun 2024
Transformers meet Neural Algorithmic Reasoners Wilfried Bounsi Borja Ibarz Andrew Dudzik Jessica B. Hamrick Larisa Markeeva Alex Vitvitskyi Razvan Pascanu Petar Veličković NAI AI4CE LRM 52 6 0 13 Jun 2024
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance Chenwei Lin Hanjia Lyu Xian Xu Jiebo Luo 43 1 0 13 Jun 2024
The Impact of Initialization on LoRA Finetuning Dynamics Soufiane Hayou Nikhil Ghosh Bin Yu AI4CE 48 16 0 12 Jun 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models Xiang Meng Kayhan Behdin Haoyue Wang Rahul Mazumder 53 3 0 12 Jun 2024
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs G. M. Yilma J. Ayala-Romero A. Garcia-Saavedra Xavier Costa-Perez 49 8 0 11 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 83 53 0 11 Jun 2024
AI Sandbagging: Language Models can Strategically Underperform on Evaluations Teun van der Weij Felix Hofstätter Ollie Jaffe Samuel F. Brown Francis Rhys Ward ELM 52 25 0 11 Jun 2024
In-Context Learning and Fine-Tuning GPT for Argument Mining Jérémie Cabessa Hugo Hernault Umer Mushtaq 39 0 0 10 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 73 247 0 10 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 60 11 0 09 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 114 35 0 09 Jun 2024
Towards a Benchmark for Causal Business Process Reasoning with LLMs Fabiana Fournier Lior Limonad Inna Skarbovsky 53 2 0 08 Jun 2024
M3GIA: A Cognition Inspired Multilingual and Multimodal General Intelligence Ability Benchmark Wei Song Yadong Li Jianhua Xu Guowei Wu Lingfeng Ming ... Weihua Luo Houyi Li Yi Du Fangda Guo Kaicheng Yu ELM LRM 44 7 0 08 Jun 2024
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation Guojin Chen Keren Zhu Seunggeun Kim Hanqing Zhu Yao Lai Bei Yu David Z. Pan 39 7 0 07 Jun 2024
What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models Enis Berk Çoban Michael I. Mandel Johanna Devaney AuLLM LRM 51 0 0 07 Jun 2024
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation Weike Fang Zhejian Zhou Junzhou He Weihang Wang LRM 29 2 0 07 Jun 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 77 2 0 06 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 50 7 0 06 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 62 38 0 06 Jun 2024
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices Ruiyang Qin Dancheng Liu Zheyu Yan Zhaoxuan Tan Zixuan Pan Zhenge Jia Meng Jiang Ahmed Abbasi Jinjun Xiong Yiyu Shi 64 14 0 06 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 53 14 0 06 Jun 2024
Evaluating the World Model Implicit in a Generative Model Keyon Vafa Justin Y. Chen Jon M. Kleinberg S. Mullainathan Ashesh Rambachan 90 33 0 06 Jun 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting Yi-Kai Zhang Shiyin Lu Yang Li Yanqing Ma Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye VLM 55 7 0 05 Jun 2024
Does your data spark joy? Performance gains from domain upsampling at the end of training Cody Blakeney Mansheej Paul Brett W. Larsen Sean Owen Jonathan Frankle 29 20 0 05 Jun 2024
Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models Flavio Petruzzellis Alberto Testolin A. Sperduti ReLM LRM 64 3 0 05 Jun 2024
The Task-oriented Queries Benchmark (ToQB) Keun Soo Yim 61 1 0 05 Jun 2024
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities Wenyue Hua Kaijie Zhu Lingyao Li Lizhou Fan Shuhang Lin Mingyu Jin Haochen Xue Zelong Li Jindong Wang Yongfeng Zhang LRM 67 9 0 04 Jun 2024
Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang Jinghan Zhang Banafsheh Rekabdar Yuanchun Zhou Pengfei Wang Kunpeng Liu 69 20 0 04 Jun 2024
MidiCaps: A large-scale MIDI dataset with text captions J. Melechovský Abhinaba Roy Dorien Herremans 50 10 0 04 Jun 2024
Dishonesty in Helpful and Harmless Alignment Youcheng Huang Jingkun Tang Duanyu Feng Zheng Zhang Wenqiang Lei Jiancheng Lv Anthony G. Cohn LLMSV 51 4 0 04 Jun 2024
Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks Mahdi Sabbaghi George Pappas Hamed Hassani Surbhi Goel 58 5 0 04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 61 0 0 04 Jun 2024
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs Fatemeh Shiri Van Nguyen Farhad Moghimifar John Yoo Gholamreza Haffari Yuan-Fang Li ReLM 93 4 0 03 Jun 2024
Scalable Ensembling For Mitigating Reward Overoptimisation Ahmed M. Ahmed Rafael Rafailov Stepan Sharkov Xuechen Li Oluwasanmi Koyejo 72 5 0 03 Jun 2024
Dragonfly: Multi-Resolution Zoom Supercharges Large Visual-Language Model Kezhen Chen Rahul Thapa Rahul Chalamala Ben Athiwaratkun Shuaiwen Leon Song James Zou VLM 73 5 0 03 Jun 2024