Text Representation

CUNI at SemEval-2026 Task 4: Multi-Head Narrative Aspect Disentanglement via Entangled Synthetic Dataset SemEval 2026 Descrip3D: Enhancing Large Language Model-based 3D Scene Understanding with Object-Level Text Descriptions WACV 2026 Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026 Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM Benchmarks EACL 2026 Do Tokenizers Fail on Informal Hindi Expressions? Evidence from Static, Downstream, and Robustness Analyses EACL 2026 elfen: A Python Package for Efficient Linguistic Feature Extraction for Natural Language Datasets EACL 2026 Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation ACL 2026 Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features EACL 2026 Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs ACL 2026 From Corpus to Concept Scheme: Developing a SKOS Vocabulary for Armenian Epigraphic Heritage EACL 2026 From Embeddings to Chatbots: Playful NLP Activities for Middle School AI Literacy AAAI 2026 From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026 From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media EACL 2026 GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026 GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026 Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings ACL 2026 How Do Language Models Acquire Character-Level Information? EACL 2026 How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them ACL 2026 iBERT: Interpretable Embeddings via Sense Decomposition EACL 2026 Intermediate N-Gramming: Deterministic and Fast N-Grams for Large N and Large Datasets AAAI 2026 Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026 JCT at SemEval-2026 Task 4: A Multi-Method Approach to Narrative Story Similarity SemEval 2026 KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs ACL 2026 Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026