Large Language Models

T5Score: A Methodology for Automatically Assessing the Quality of LLM Generated Multi-Document Topic Sets ACL 2025 TabFlex: Scaling Tabular Learning to Millions with Linear Attention ICML 2025 TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning EMNLP 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025 Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025 TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025 TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data NAACL 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 Taming Knowledge Conflicts in Language Models ICML 2025 Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Taming Transformer Without Using Learning Rate Warmup ICLR 2025 TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025 TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ICML 2025 Targeted control of fast prototyping through domain-specific interface ICML 2025 Targeted Unlearning with Single Layer Unlearning Gradient ICML 2025 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025