Understanding

Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025 Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection EMNLP 2025 Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025 Cross-Domain Persuasion Detection with Argumentative Features EMNLP 2025 Cross-Framework Generalizable Discourse Relation Classification Through Cognitive Dimensions NAACL 2025 Cross-Genre Learning for Old English Poetry POS Tagging ACL 2025 CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025 CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ACL 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025 Deciphering Implicatures: On NLP and Oral Testimonies COLING 2025 Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models IJCNLP 2025 DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification EMNLP 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts EMNLP 2025 DEPfold: RNA Secondary Structure Prediction as Dependency Parsing. ICLR 2025 Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025 Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025 Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025 Development of Old Irish Lexical Resources, and Two Universal Dependencies Treebanks for Diplomatically Edited Old Irish Text NAACL 2025 DiaDP@XLLM25: Advancing Chinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring ACL 2025 Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization EMNLP 2025 Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025