Papers
OAgents: An Empirical Study of Building Effective Agents
He Zhu, Tianrui Qin, King Zhu et al.
Spelling-out is not Straightforward: LLMs’ Capability of Tokenization from Token to Characters
Tatsuya Hiraoka, Kentaro Inui
Mixture of LoRA Experts for Continual Information Extraction with LLMs
Zitao Wang, Xinyi Wang, Wei Hu
Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings
Nathan Inkiriwang, Necva Bölücü, Garth Tarr et al.
Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models
Yunhai Hu, Zining Liu, Zhenyuan Dong et al.
UniCoM: A Universal Code-Switching Speech Generator
Sangmin Lee, Woojin Chung, Seyun Um et al.
Structure-aware Propagation Generation with Large Language Models for Fake News Detection
Mengyang Chen, Lingwei Wei, Wei Zhou et al.
Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains
Yang Wu, Raha Moraffah, Rujing Yao et al.
MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi
Anuj Kumar, Mohammed Faisal Sayed, Satyadev Ahlawat et al.
SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone
Nishant Subramani, Alfredo Gomez, Mona T. Diab
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning
Yang Wu, Huayi Zhang, Yizheng Jiao et al.
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models
Hao Zhang, Bo Huang, Zhenjia Li et al.
HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts
Seonmin Koo, Jinsung Kim, Chanjun Park et al.
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents
Kehang Jia, Juntao Li, Xiaobo Liang et al.
MoVoC: Morphology-Aware Subword Construction for Ge’ez Script Languages
Hailay Kidu Teklehaymanot, Dren Fazlija, Wolfgang Nejdl
DocMMIR: A Framework for Document Multi-modal Information Retrieval
Zirui Li, Siwei Wu, Yizhi Li et al.
BiMax: Bidirectional MaxSim Score for Document-Level Alignment
Xiaotian Wang, Takehito Utsuro, Masaaki Nagata
MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings
Donghai Zhang, SHuangtao Yang, Dong Xiaozheng et al.
Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities
Gayeon Jung, HyeonSeok Lim, Minjun Kim et al.
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
Jianfeng Pan, Senyou Deng, Shaomang Huang
DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression
Wei Huang, Huang Wei, Yinggui Wang
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis
Xue Tan, Hao Luan, Mingyu Luo et al.
ACEBench: A Comprehensive Evaluation of LLM Tool Usage
Chen Chen, Xinlong Hao, Weiwen Liu et al.
Logic-Thinker: Teaching Large Language Models to Think more Logically.
Chengyao Wen, Qiang Cheng, Shaofei Wang et al.