Understanding

Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025 Addressing Variability in Interlinear Glossed Texts with Linguistic Linked Data ACL 2025 ADIFF: Explaining audio difference using natural language ICLR 2025 AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025 Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers SemEval 2025 Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ACL 2025 A General Framework for Representing Controlled Natural Language Sentences and Translation to KR Formalisms IJCAI 2025 AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information COLING 2025 AlexUNLP-NB at SemEval-2025 Task 1: A Pipeline for Idiom Disambiguation and Visual Representation SemEval 2025 AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse Languages NAACL 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing EMNLP 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic ACL 2025 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories EMNLP 2025 Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025