Text Representation

Length-Induced Embedding Collapse in PLM-based Models ACL 2025 Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025 Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models COLING 2025 LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder EMNLP 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linguistic Features in German BERT: The Role of Morphology, Syntax, and Semantics in Multi-Class Text Classification NAACL 2025 Linguistic Units as Tokens: Intrinsic and Extrinsic Evaluation with BabyLM EMNLP 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings COLING 2025 ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025 Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline EMNLP 2025 MASAQ Parser: A Fine-grained MorphoSyntactic Analyzer for the Quran COLING 2025 MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models ICML 2025 Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025 Matina: A Large-Scale 73B Token Persian Text Corpus NAACL 2025 Measuring Gender Bias in Language Models in Farsi ACL 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 MEXMA: Token-level objectives improve sentence representations ACL 2025 Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025 Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Monitoring Latent World States in Language Models with Propositional Probes ICLR 2025