Papers
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
Yifan Yang, Kai Zhen, Ershad Banijamali et al.
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
Chenyang Huang, Hao Zhou, Cameron Jen et al.
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
Hongfu Liu, Yuxi Xie, Ye Wang et al.
Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid Network
Yang Fang, Cheng Xu, Shuhao Guan et al.
Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts
Linyan Yang, Jingwei Cheng, Fu Zhang
Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network
Haoran Li, Qiang Gao, Hongmei Wu et al.
Advancing Large Language Model Attribution through Self-Improving
Lei Huang, Xiaocheng Feng, Weitao Ma et al.
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
Mingqian He, Yongliang Shen, Wenqi Zhang et al.
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
Advancing Test-Time Adaptation in Wild Acoustic Test Settings
Hongfu Liu, Hengguan Huang, Ye Wang
Advancing Vision-Language Models with Adapter Ensemble Strategies
Yue Bai, Handong Zhao, Zhe Lin et al.
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation
G M Shahariar, Jia Chen, Jiachen Li et al.
Adversarial Math Word Problem Generation
Roy Xie, Chengxuan Huang, Junlin Wang et al.
Adversarial Text Generation using Large Language Models for Dementia Detection
Youxiang Zhu, Nana Lin, Kiran Sandilya Balivada et al.
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
Lu Shi, Bin Qi, Jiarui Luo et al.
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval
Yading Li, Dandan Song, Changzhi Zhou et al.
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification
Gregor Geigle, Radu Timofte, Goran Glavaš
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks
Kosei Uemura, Mahe Chen, Alex Pejovic et al.
A Generic Method for Fine-grained Category Discovery in Natural Language Texts
Chang Tian, Matthew B. Blaschko, Wenpeng Yin et al.
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
Yifan Song, Weimin Xiong, Xiutian Zhao et al.
AgentReview: Exploring Peer Review Dynamics with LLM Agents
Yiqiao Jin, Qinlin Zhao, Yiyang Wang et al.