Text Representation

How much do contextualized representations encode long-range context? NAACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 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 ICLER: Intent CLassification with Enhanced Reasoning EMNLP 2025 Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025 Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Pretraining Data Using Perplexity Correlations ICLR 2025 Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar ACL 2025 IndoMorph: a Morphology Engine for Indonesian COLING 2025 Inspecting the Representation Manifold of Differentially-Private Text NAACL 2025 Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding EMNLP 2025 Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025 Investigating noun-noun compound relation representations in autoregressive large language models NAACL 2025 Is a cute puyfred cute? Context-dependent form-meaning systematicity in LLMs ACL 2025 IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025 LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Large Vocabulary Size Improves Large Language Models ACL 2025 LaTeXMT: Machine Translation for LaTeX Documents EMNLP 2025 LawToken: a single token worth more than its constituents CoNLL 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025