Understanding

Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o SemEval 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 How Persuasive Is Your Context? EMNLP 2025 How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025 How to Leverage Digit Embeddings to Represent Numbers? COLING 2025 How to Make the Most of LLMs’ Grammatical Knowledge for Acceptability Judgments NAACL 2025 How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias ICML 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025 ICLE-RC: International Corpus of Learner English for Relative Clauses ACL 2025 IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMs NAACL 2025 Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025 Impact of ASR Transcriptions on French Spoken Coreference Resolution EMNLP 2025 Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing AAAI 2025 Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025 Improving Dialogue Discourse Parsing through Discourse-aware Utterance Clarification ACL 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 Improving Unsupervised Constituency Parsing via Maximizing Semantic Information ICLR 2025