Understanding

DICP: Deep In-Context Prompt for Event Causality Identification EMNLP 2025 Disagreement in Metaphor Annotation of Mexican Spanish Science Tweets COLING 2025 Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ACL 2025 Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025 Discourse Relation-Enhanced Neural Coherence Modeling ACL 2025 Discourse Relation Recognition with Language Models Under Different Data Availability EMNLP 2025 Discursive Circuits: How Do Language Models Understand Discourse Relations? EMNLP 2025 Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025 Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning ICLR 2025 DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context EMNLP 2025 Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? IJCNLP 2025 Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? COLING 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Do LLMs Know and Understand Domain Conceptual Knowledge? EMNLP 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 Domain Meets Typology: Predicting Verb-Final Order from Universal Dependencies for Financial and Blockchain NLP ACL 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025 Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025 DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SemEval 2025 Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025