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Text Representation

2246 directly classified papers

Papers per year

Papers

CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025
Sinhala Encoder-only Language Models and Evaluation ACL 2025
Large Vocabulary Size Improves Large Language Models ACL 2025
EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization ACL 2025
TEXT-CAKE: Challenging Language Models on Local Text Coherence COLING 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models COLING 2025
Fact Recall, Heuristics or Pure Guesswork? Precise Interpretations of Language Models for Fact Completion ACL 2025
How do Transformer Embeddings Represent Compositions? A Functional Analysis ACL 2025
Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025
Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025
Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations ACL 2025
Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025
Demystifying optimized prompts in language models EMNLP 2025
Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning EMNLP 2025
Formalizing Style in Personal Narratives EMNLP 2025
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings COLING 2025
Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025
AutoChunker: Structured Text Chunking and its Evaluation ACL 2025
TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling EMNLP 2025
Lemmatization of Polish Multi-word Expressions EMNLP 2025
Conditional Dichotomy Quantification via Geometric Embedding ACL 2025
Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025