Large Language Models

Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025 TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025 Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision ICML 2025 Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025 TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs SemEval 2025 TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025 Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding CVPR 2025 Task-Aware Evaluation and Error-Overlap Analysis for Large Language Models AACL 2025 Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025 taskGen at TSAR 2025 Shared Task Exploring prompt strategies with linguistic knowledge EMNLP 2025 Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025 TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ACL 2025 Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales NAACL 2025 Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025 Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025 Teaching LLMs How to Learn with Contextual Fine-Tuning ICLR 2025 Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs SemEval 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SemEval 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025