Text Representation

QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 QBR – A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public IJCAI 2025 Quantifying Compositionality of Classic and State-of-the-Art Embeddings EMNLP 2025 Quantifying Semantic Emergence in Language Models ACL 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering ICLR 2025 Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025 Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models COLING 2025 Repetition Improves Language Model Embeddings ICLR 2025 Resolving Lexical Bias in Model Editing ICML 2025 Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Revisiting Word Embeddings in the LLM Era IJCNLP 2025 Round and Round We Go! What makes Rotary Positional Encodings useful? ICLR 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Searchable Language Documentation Corpora: DoReCo meets TEITOK ACL 2025 SELEXINI – a large and diverse automatically parsed corpus of French COLING 2025 Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025 Semantic Geometry of Sentence Embeddings EMNLP 2025 SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025