Text Representation

Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models ACL 2026 Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus EACL 2026 Linguistic Profiling of Transformer Embedding Geometry CoNLL 2026 Linguistic Steganography via Self-Adjusting Asymmetric Number System (Abstract Reprint) AAAI 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026 Modelling the Morphology of Verbal Paradigms: A Case Study in the Tokenization of Turkish and Hebrew EACL 2026 Morpheme Matters: Morpheme-Based Subword Tokenization for Korean Language Models EACL 2026 Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and Explanation EACL 2026 Neural network embeddings recover value dimensions from psychometric survey items on par with human data EACL 2026 NLP-FSDM at SemEval-2026 Task 4: Narrative Similarity via Multiple Negatives Ranking and Instruction-Based Embeddings SemEval 2026 On the Intelligibility of Romance Language Varieties: Spanish and Portuguese in Europe and America EACL 2026 On the Proper Treatment of Units in Surprisal Theory ACL 2026 PromptPrism: A Linguistically-Inspired Taxonomy for Prompts EACL 2026 PUCP-Metrix: An Open-source and Comprehensive Toolkit for Linguistic Analysis of Spanish Texts EACL 2026 QurSci-Onto: A Hierarchical Ontology and Dataset for Scientific Exegesis in the Quran EACL 2026 Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition EACL 2026 Rethinking Metrics for Lexical Semantic Change Detection EACL 2026 Rethinking Polarity Detection: When BPE Fails Across Scripts EACL 2026 Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL EACL 2026 Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models EACL 2026 REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning ACL 2026 SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026 SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning SemEval 2026 Spinfo Cologne at SemEval-2026 Task 4: Explainable Creation of Narrativity Embeddings SemEval 2026