Understanding

Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning NAACL 2025 (RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding ACL 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 S3 - Semantic Signal Separation ACL 2025 SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025 SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025 Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SemEval 2025 SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SemEval 2025 SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc NAACL 2025 Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts EMNLP 2025 SCaLAR_NITK @ JUSTNLP Legal Summarization (L-SUMM) Shared Task AACL 2025 Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement NAACL 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Seeing the Same Story Differently: Framing‐Divergent Event Coreference for Computational Framing Analysis EMNLP 2025 Segmentation of Argumentative Texts by Key Statements for Argument Mining from the Web ACL 2025 Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025 Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025 Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025 Self-Correction Makes LLMs Better Parsers EMNLP 2025 Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025