Title
Bielik 11B v2 Technical Report Krzysztof Ociepa Łukasz Flis Krzysztof Wróbel Adrian Gwoździej Remigiusz Kinas 22 0 0 05 May 2025
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 45 0 0 01 May 2025
Revealing the Intrinsic Ethical Vulnerability of Aligned Large Language Models Jiawei Lian Jianhong Pan L. Wang Yi Wang Shaohui Mei Lap-Pui Chau AAML 24 0 0 07 Apr 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 88 1 0 26 Feb 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Z. Wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 107 1 0 11 Feb 2025
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Sangmin Bae Adam Fisch Hrayr Harutyunyan Ziwei Ji Seungyeon Kim Tal Schuster KELM 68 5 0 28 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 56 1 0 13 Oct 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 45 9 0 17 Jun 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension Yihe Deng Pan Lu Fan Yin Ziniu Hu Sheng Shen James Y. Zou Kai-Wei Chang Wei Wang SyDa VLM LRM 31 36 0 30 May 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 63 5 0 11 Apr 2024
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients Hyoje Jung Yunha Kim Heejung Choi Hyeram Seo Minkyoung Kim ... Soyoung Ko Byeolhee Kim Suyeon Kim Tae Joon Jun Young-Hak Kim 38 15 0 08 Apr 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models Hyeonwoo Kim Gyoungjin Gim Yungi Kim Jihoo Kim Byungju Kim Wonseok Lee Chanjun Park ReLM LRM 34 1 0 05 Apr 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation Jihoo Kim Wonho Song Dahyun Kim Yunsu Kim Yungi Kim Chanjun Park ELM 61 3 0 01 Apr 2024
Arcee's MergeKit: A Toolkit for Merging Large Language Models Charles Goddard Shamane Siriwardhana Malikeh Ehghaghi Luke Meyers Vladimir Karpukhin Brian Benedict Mark McQuade Jacob Solawetz MoMe KELM 80 76 0 20 Mar 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs Preetam Prabhu Srikar Dammu Himanshu Naidu Mouly Dewan YoungMin Kim Tanya Roosta Aman Chadha Chirag Shah 41 6 0 12 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 121 495 0 07 Mar 2024
Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models Seungduk Kim Seungtaek Choi Myeongho Jeong 31 6 0 22 Feb 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 55 12 0 13 Jan 2024
Don't Make Your LLM an Evaluation Benchmark Cheater Kun Zhou Yutao Zhu Zhipeng Chen Wentong Chen Wayne Xin Zhao Xu Chen Yankai Lin Ji-Rong Wen Jiawei Han ELM 105 136 0 03 Nov 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 31 10 0 17 Jul 2023
Masked Structural Growth for 2x Faster Language Model Pre-training Yiqun Yao Zheng-Wei Zhang Jing Li Yequan Wang OffRL AI4CE LRM 40 15 0 04 May 2023
Tutel: Adaptive Mixture-of-Experts at Scale Changho Hwang Wei Cui Yifan Xiong Ziyue Yang Ze Liu ... Joe Chau Peng Cheng Fan Yang Mao Yang Y. Xiong MoE 92 108 0 07 Jun 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,583 0 18 Sep 2019