Text Representation

Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026 Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026 TabEmb: Joint Semantic-Structure Embedding for Table Annotation ACL 2026 Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story Similarity SemEval 2026 Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings SemEval 2026 Team HITS at SemEval-2026 Task 4:Enhancing narrative text embedding model training with hard negatives generation and self-distillation SemEval 2026 Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative Representations SemEval 2026 The Token Tax: Systematic Bias in Multilingual Tokenization EACL 2026 Tokenization Cost, Retention, and Orthography Robustness for Ladin and Italian Varieties EACL 2026 Towards Inclusive Communication in Cancer Prevention and Treatment: A Case Study on Italian Informational Materials EACL 2026 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026 VN-MTEB: Vietnamese Massive Text Embedding Benchmark EACL 2026 What NLP Gets Wrong About Contact: Implications for Field Linguistic Evidence EACL 2026 Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings ACL 2026 WikiFirst: A Genre-Fixed, Content-controlled Corpus for Evaluating Content Effects in Authorship Analysis EACL 2026 Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026 A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters COLING 2025 A Computational Framework to Identify Self-Aspects in Text ACL 2025 Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025 Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025 A Derivational ChainBank for Modern Standard Arabic COLING 2025 Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025 A European Portuguese corpus annotated for verbal idioms NAACL 2025 A GitHub-based Workflow for Annotated Resource Development ACL 2025 Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025