Natural Language Processing

TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs SemEval 2025 TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval SemEval 2025 TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025 TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025 Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling ICLR 2025 Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection 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-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 2025 Task-Oriented Dialog Systems for the Senegalese Wolof Language COLING 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025 Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization EMNLP 2025 Taxi1500: A Dataset for Multilingual Text Classification in 1500 Languages NAACL 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 Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025 taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades ACL 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025