Title
Large Language Models Show Human-like Social Desirability Biases in Survey Responses Aadesh Salecha Molly E. Ireland Shashanka Subrahmanya João Sedoc L. Ungar J. Eichstaedt PILM AI4CE 62 5 0 09 May 2024
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing Zhongwang Zhang Pengxiao Lin Zhiwei Wang Yaoyu Zhang Z. Xu 81 4 0 08 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 46 1 0 08 May 2024
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI Aixin Liu Bei Feng Bin Wang Bingxuan Wang ... Zhuoshu Li Zihan Wang Zihui Gu Zilin Li Ziwei Xie MoE 63 401 0 07 May 2024
ESP: Extro-Spective Prediction for Long-term Behavior Reasoning in Emergency Scenarios Dingrui Wang Zheyuan Lai Yuda Li Yi Wu Yuexin Ma Johannes Betz Ruigang Yang Wei Li 24 1 0 07 May 2024
Assemblage: Automatic Binary Dataset Construction for Machine Learning Chang Liu Rebecca Saul Yihao Sun Edward Raff Maya Fuchs Townsend Southard Pantano James Holt Kristopher K. Micinski 37 3 0 07 May 2024
Folded Context Condensation in Path Integral Formalism for Infinite Context Transformers Won-Gi Paeng Daesuk Kwon Kyungwon Jeong Honggyo Suh 71 0 0 07 May 2024
How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs Muhammad Uzair Khattak Muhammad Ferjad Naeem Jameel Hassan Muzammal Naseer Federico Tombari Fahad Shahbaz Khan Salman Khan LRM ELM 55 10 0 06 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 73 36 0 06 May 2024
A Philosophical Introduction to Language Models - Part II: The Way Forward Raphael Milliere Cameron Buckner LRM 68 14 0 06 May 2024
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models Taolin Zhang Dongyang Li Qizhou Chen Chengyu Wang Longtao Huang Hui Xue Xiaofeng He Junyuan Huang RALM KELM 63 0 0 04 May 2024
Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models Piotr Padlewski Max Bain Matthew Henderson Zhongkai Zhu Nishant Relan ... Che Zheng Cyprien de Masson dÁutume Dani Yogatama Mikel Artetxe Yi Tay VLM 92 26 0 03 May 2024
Controllable Text Generation in the Instruction-Tuning Era D. Ashok Barnabas Poczos 66 6 0 02 May 2024
GAIA: A General AI Assistant for Intelligent Accelerator Operations F. Mayet LLMAG 25 2 0 02 May 2024
CultiVerse: Towards Cross-Cultural Understanding for Paintings with Large Language Model Wei Zhang Wong Kam-Kwai Biying Xu Yiwen Ren Yuhuai Li Minfeng Zhu Yingchaojie Feng Wei Chen 40 2 0 01 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 67 80 0 28 Apr 2024
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data Jeanne McClure Machi Shimmei Noboru Matsuda Shiyan Jiang 29 1 0 28 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 62 66 0 25 Apr 2024
Tele-FLM Technical Report Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang 43 4 0 25 Apr 2024
Asking and Answering Questions to Extract Event-Argument Structures Md Nayem Uddin Enfa Rose George Eduardo Blanco Steven Corman 35 3 0 25 Apr 2024
What Makes Multimodal In-Context Learning Work? Folco Bertini Baldassini Mustafa Shukor Matthieu Cord Laure Soulier Benjamin Piwowarski 71 20 0 24 Apr 2024
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems Qihuang Zhong Kang Wang Ziyang Xu Juhua Liu Liang Ding Bo Du LRM AIMat 63 3 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 91 48 0 23 Apr 2024
An Artificial Neuron for Enhanced Problem Solving in Large Language Models Sumedh Rasal LLMAG 51 0 0 22 Apr 2024
Mechanistic Interpretability for AI Safety -- A Review Leonard Bereska E. Gavves AI4CE 50 125 0 22 Apr 2024
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts Dengchun Li Yingzi Ma Naizheng Wang Zhengmao Ye Zhiyuan Cheng ... Yan Zhang Lei Duan Jie Zuo Cal Yang Mingjie Tang MoE 65 47 0 22 Apr 2024
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches Pablo Biedma Xiaoyuan Yi Linus Huang Maosong Sun Xing Xie PILM 57 5 0 19 Apr 2024
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning Hang Hua Yunlong Tang Chenliang Xu Jiebo Luo VGen 68 25 0 18 Apr 2024
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language Models Minjung Shin Donghyun Kim Jeh-Kwang Ryu LRM 35 2 0 18 Apr 2024
Evaluating Tenant-Landlord Tensions Using Generative AI on Online Tenant Forums Xin Chen Cheng Ren Tim A Thomas 34 0 0 17 Apr 2024
In-Context Learning State Vector with Inner and Momentum Optimization Dongfang Li Zhenyu Liu Xinshuo Hu Zetian Sun Baotian Hu Min Zhang 54 6 0 17 Apr 2024
TEL'M: Test and Evaluation of Language Models G. Cybenko Joshua Ackerman Paul Lintilhac ALM ELM 52 0 0 16 Apr 2024
Compression Represents Intelligence Linearly Yuzhen Huang Jinghan Zhang Zifei Shan Junxian He 50 28 0 15 Apr 2024
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models Guangyan Li Yongqiang Tang Wensheng Zhang 54 5 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li Song Wenjun Zhang Zhiwu Huang MLLM 49 0 0 15 Apr 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning Sungwon Han Jinsung Yoon Sercan O. Arik Tomas Pfister LMTD 45 24 0 15 Apr 2024
Exploring and Improving Drafts in Blockwise Parallel Decoding Taehyeon Kim A. Suresh Kishore Papineni Michael Riley Sanjiv Kumar Adrian Benton AI4TS 57 2 0 14 Apr 2024
LLM Agents can Autonomously Exploit One-day Vulnerabilities Richard Fang R. Bindu Akul Gupta Daniel Kang SILM LLMAG 81 56 0 11 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 52 60 0 11 Apr 2024
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? Mingyu Jin Qinkai Yu Jingyuan Huang Qingcheng Zeng Zhenting Wang ... Yanda Meng Kaize Ding Fan Yang Jundong Li Yongfeng Zhang 58 0 0 10 Apr 2024
A Mathematical Theory for Learning Semantic Languages by Abstract Learners Kuo-Yu Liao Cheng-Shang Chang Y.-W. Peter Hong 37 1 0 10 Apr 2024
Frontier AI Ethics: Anticipating and Evaluating the Societal Impacts of Generative Agents Seth Lazar SILM 42 0 0 10 Apr 2024
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models Yu Zhou Xingyu Wu Beichen Huang Jibin Wu Liang Feng Kay Chen Tan ELM CML 50 3 0 09 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 48 8 0 09 Apr 2024
Automatic Authorities: Power and AI Seth Lazar 27 2 0 09 Apr 2024
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts Weilin Cai Juyong Jiang Le Qin Junwei Cui Sunghun Kim Jiayi Huang 67 7 0 07 Apr 2024
Koala: Key frame-conditioned long video-LLM Reuben Tan Ximeng Sun Ping Hu Jui-hsien Wang Hanieh Deilamsalehy Bryan A. Plummer Bryan C. Russell Kate Saenko 43 37 0 05 Apr 2024
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation Xinyu Ma Xu Chu Zhibang Yang Yang Lin Xin Gao Junfeng Zhao 51 8 0 05 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 42 8 0 05 Apr 2024
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions Zhengyuan Liu Stella Xin Yin Carolyn Lee Nancy F. Chen AI4Ed 46 12 0 04 Apr 2024