Title
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Rui Pan Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 48 38 0 26 Mar 2024
Assessment of Multimodal Large Language Models in Alignment with Human Values Zhelun Shi Zhipin Wang Hongxing Fan Zaibin Zhang Lijun Li Yongting Zhang Zhen-fei Yin Lu Sheng Yu Qiao Jing Shao 47 16 0 26 Mar 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks Chenlong Zhang Pengfei Cao Yubo Chen Kang Liu Qing Cui Mengshu Sun Jun Zhao 48 3 0 26 Mar 2024
Language Models for Text Classification: Is In-Context Learning Enough? A. Edwards Jose Camacho-Collados LRM 49 18 0 26 Mar 2024
RuBia: A Russian Language Bias Detection Dataset Veronika Grigoreva Anastasiia Ivanova I. Alimova Ekaterina Artemova 45 1 0 26 Mar 2024
Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction Masamune Kobayashi Masato Mita Mamoru Komachi ELM 47 3 0 26 Mar 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler Paramita Mirza Viju Sudhi S. Sahoo Sinchana Ramakanth Bhat 40 4 0 26 Mar 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion Yilin Wang Minghao Hu Zhen Huang Dongsheng Li Dong Yang Xicheng Lu 29 2 0 26 Mar 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 42 2 0 26 Mar 2024
LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction Yixuan Wang Baoxin Wang Yijun Liu Dayong Wu Wanxiang Che KELM 54 1 0 26 Mar 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 45 12 0 26 Mar 2024
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models Zhiyuan Yu Xiaogeng Liu Shunning Liang Zach Cameron Chaowei Xiao Ning Zhang 35 43 0 26 Mar 2024
The Pursuit of Fairness in Artificial Intelligence Models: A Survey Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 41 8 0 26 Mar 2024
DreamPolisher: Towards High-Quality Text-to-3D Generation via Geometric Diffusion Yuanze Lin Ronald Clark Philip Torr 3DGS 39 10 0 25 Mar 2024
Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model Braja Gopal Patra L. Lepow Praneet Kasi Reddy Jagadeesh Kumar V. Vekaria M. M. Sharma ... Myrna Weissman M. Olfson J. Mann Alexander W. Charney Jyoti Pathak AI4MH 21 3 0 25 Mar 2024
Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels Kexin Luo Yue Mao Bei Zhang Sophie Hao 40 1 0 25 Mar 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models Kailai Yang Zhiwei Liu Qianqian Xie Jimin Huang Tianlin Zhang Sophia Ananiadou 37 15 0 25 Mar 2024
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 42 5 0 25 Mar 2024
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration Ben Wang 30 0 0 25 Mar 2024
Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography Jiayue Zhang Yi-Hsueh Liu Wenqi Cai Lanlan Wu Yali Peng Jingjing Yu Senqing Qi Taotao Long Bao Ge 21 3 0 25 Mar 2024
CLHA: A Simple yet Effective Contrastive Learning Framework for Human Alignment Feiteng Fang Liang Zhu Min Yang Xi Feng Jinchang Hou Qixuan Zhao Chengming Li Xiping Hu Ruifeng Xu 32 0 0 25 Mar 2024
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization Xiangxin Zhou Dongyu Xue Ruizhe Chen Zaixiang Zheng Liang Wang Quanquan Gu DiffM 65 20 0 25 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 40 1 0 25 Mar 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models Dongjun Jang Sungjoo Byun Hyemi Jo Hyopil Shin ALM 23 0 0 25 Mar 2024
CodeS: Natural Language to Code Repository via Multi-Layer Sketch Daoguang Zan Ailun Yu Wei Liu Dong Chen Bo Shen ... Bei Guan Zhiguang Yang Yongji Wang Qianxiang Wang Li-zhen Cui 35 14 0 25 Mar 2024
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions Reza Esfandiarpoor Cristina Menghini Stephen H. Bach CoGe VLM 45 8 0 25 Mar 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases Wenhao Huang Qi He Zhixu Li Jiaqing Liang Yanghua Xiao 34 2 0 25 Mar 2024
ChatGPT Incorrectness Detection in Software Reviews M. Tanzil Junaed Younus Khan Gias Uddin 24 4 0 25 Mar 2024
Enhanced Facet Generation with LLM Editing Joosung Lee Jinhong Kim 29 2 0 25 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 30 17 0 25 Mar 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling Yida Mu Chun Dong Kalina Bontcheva Xingyi Song 31 19 0 24 Mar 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models Zequan Liu Jiawen Lyn Wei-wei Zhu Xing Tian Yvette Graham OffRL 45 10 0 24 Mar 2024
Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models Minchan Kim Minyeong Kim Junik Bae Suhwan Choi Sungkyung Kim Buru Chang VLM 32 4 0 24 Mar 2024
A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish Masahiro Kaneko Timothy Baldwin PILM 36 3 0 24 Mar 2024
WangchanLion and WangchanX MRC Eval Wannaphong Phatthiyaphaibun Surapon Nonesung Patomporn Payoungkhamdee Peerat Limkonchotiwat Can Udomcharoenchaikit Jitkapat Sawatphol Chompakorn Chaksangchaichot Ekapol Chuangsuwanich Sarana Nutanong 62 0 0 24 Mar 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology Liangrui Pan Zhenyu Zhao Ying Lu Kewei Tang Liyong Fu Qingchun Liang Shaoliang Peng LM&MA MedIm AI4CE 47 5 0 24 Mar 2024
Argument Quality Assessment in the Age of Instruction-Following Large Language Models Henning Wachsmuth Gabriella Lapesa Elena Cabrio Anne Lauscher Joonsuk Park Eva Maria Vecchi S. Villata Timon Ziegenbein 39 0 0 24 Mar 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 45 7 0 24 Mar 2024
The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization Shengyi Huang Michael Noukhovitch Arian Hosseini Kashif Rasul Weixun Wang Lewis Tunstall VLM 30 31 0 24 Mar 2024
LlamBERT: Large-scale low-cost data annotation in NLP Bálint Csanády Lajos Muzsai Péter Vedres Zoltán Nádasdy András Lukács 56 6 0 23 Mar 2024
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition Shijian Deng Erin E. Kosloski Siddhi Patel Zeke A. Barnett Yiyang Nan ... William T. Doan Matthew Wang Harsh Singh P. Rollins Yapeng Tian 39 4 0 22 Mar 2024
SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification Yuhan Xia Qingqing Zhao Yunfei Long Ge Xu Jia Wang 28 0 0 22 Mar 2024
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Orion Weller Benjamin Chang Sean MacAvaney Kyle Lo Arman Cohan Benjamin Van Durme Dawn J Lawrie Luca Soldaini 63 30 0 22 Mar 2024
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 43 2 0 22 Mar 2024
Language Models in Dialogue: Conversational Maxims for Human-AI Interactions Erik Miehling Manish Nagireddy P. Sattigeri Elizabeth M. Daly David Piorkowski John T. Richards ALM 44 11 0 22 Mar 2024
Argument-Aware Approach To Event Linking I-Hung Hsu Zihan Xue Nilay Pochh Sahil Bansal Premkumar Natarajan Jayanth Srinivasa Nanyun Peng 39 0 0 22 Mar 2024
DP-Dueling: Learning from Preference Feedback without Compromising User Privacy Aadirupa Saha Hilal Asi 38 1 0 22 Mar 2024
Risk and Response in Large Language Models: Evaluating Key Threat Categories Bahareh Harandizadeh A. Salinas Fred Morstatter 32 3 0 22 Mar 2024
Generative Active Learning for Image Synthesis Personalization Xu-Lu Zhang Wengyu Zhang Xiao Wei Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li 113 2 0 22 Mar 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 38 19 0 22 Mar 2024