Title
Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies Xiaoliang Luo Xinyi Xu Michael Ramscar Bradley C. Love 30 0 0 13 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
DeepCritic: Deliberate Critique with Large Language Models Wenkai Yang Jingwen Chen Yankai Lin Ji-Rong Wen ALM LRM 30 0 0 01 May 2025
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes Qi Tao Yin Jinhua Cai Dongqi Xie Yueqi Wang Huili ... Zhou Zhili Wang Shangguang Lyu Lingjuan Huang Yongfeng Lane Nicholas 40 0 0 24 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 71 3 0 23 Mar 2025
Experimental Exploration: Investigating Cooperative Interaction Behavior Between Humans and Large Language Model Agents Guanxuan Jiang Yuyang Wang Pan Hui 40 2 0 10 Mar 2025
Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers Zicong He Boxuan Zhang Lu Cheng 52 0 0 04 Mar 2025
How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition Yao Yao Yifei Yang Xinbei Ma Dongjie Yang Zhuosheng Zhang Zuchao Li Hai Zhao 36 0 0 01 Mar 2025
Can LLMs Explain Themselves Counterfactually? Zahra Dehghanighobadi Asja Fischer Muhammad Bilal Zafar LRM 47 0 0 25 Feb 2025
All That Glitters is Not Novel: Plagiarism in AI Generated Research Tarun Gupta Danish Pruthi 65 2 0 23 Feb 2025
Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents Axel Backlund Lukas Petersson LLMAG RALM 52 1 0 20 Feb 2025
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation P. Renc Michal K. Grzeszczyk Nassim Oufattole Deirdre Goode Y. Jia ... J. Was A. E. Samir Jonathan W. Cunningham D. W. Bates Arkadiusz Sitek 46 1 0 10 Feb 2025
Thinking with Many Minds: Using Large Language Models for Multi-Perspective Problem-Solving Sanghyun Park Boris Maciejovsky P. Puranam LLMAG LRM AI4CE 43 0 0 04 Jan 2025
Decoding Knowledge in Large Language Models: A Framework for Categorization and Comprehension Yanbo Fang Ruixiang Tang ELM 38 0 0 03 Jan 2025
Adversarial Attacks on Large Language Models Using Regularized Relaxation Samuel Jacob Chacko Sajib Biswas Chashi Mahiul Islam Fatema Tabassum Liza Xiuwen Liu AAML 31 2 0 24 Oct 2024
Consultation on Industrial Machine Faults with Large language Models Apiradee Boonmee Kritsada Wongsuwan Pimchanok Sukjai AI4CE 30 0 0 04 Oct 2024
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models Joseph Lee Shu Yang Jae Young Baik Xiaoxi Liu Zhen Tan ... Zixuan Wen Bojian Hou D. Duong-Tran Tianlong Chen Li Shen 52 1 0 02 Oct 2024
ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model Dawei Wang Geng Zhou Li Chen Dan Li Yukai Miao 33 2 0 02 Sep 2024
Confidence-weighted integration of human and machine judgments for superior decision-making Felipe Yánez Xiaoliang Luo Omar Valerio Minero Bradley C. Love 32 2 0 15 Aug 2024
GECKO: Generative Language Model for English, Code and Korean Sungwoo Oh Donggyu Kim VLM 35 0 0 24 May 2024
Matching domain experts by training from scratch on domain knowledge Xiaoliang Luo Guangzhi Sun Bradley C. Love LRM ALM 24 3 0 15 May 2024
CONFLARE: CONFormal LArge language model REtrieval Pouria Rouzrokh S. Faghani Cooper Gamble Moein Shariatnia Bradley J. Erickson 3DV RALM 42 2 0 04 Apr 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 121 404 0 28 Nov 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 2022
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,824 0 14 Dec 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 815 0 13 Sep 2019