Text Representation

MoVoC: Morphology-Aware Subword Construction for Ge’ez Script Languages EMNLP 2025 mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025 Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips COLING 2025 Multimodal Quantitative Language for Generative Recommendation ICLR 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Niyamika at BHASHA Task 1: Word-Level Transliteration for English-Hindi Mixed Text in Grammar Correction Using MT5 AACL 2025 Norm of Mean Contextualized Embeddings Determines their Variance COLING 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025 On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025 On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025 Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 ParsiPy: NLP Toolkit for Historical Persian Texts in Python NAACL 2025 Partial Colexifications Improve Concept Embeddings ACL 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 PosterSum: A Multimodal Benchmark for Scientific Poster Summarization IJCNLP 2025 Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025 Py-Elotl: A Python NLP package for the languages of Mexico NAACL 2025