Text Representation

Embedding derived animacy rankings offer insights into the sources of grammatical animacy NAACL 2025 Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models COLING 2025 Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective ICML 2025 Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025 EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization ACL 2025 Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025 Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025 ESE: Espresso Sentence Embeddings ICLR 2025 Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis NAACL 2025 Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025 Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts EMNLP 2025 Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025 Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025 Exploring the Integration of Eye Movement Data on Word Embeddings NAACL 2025 Fact Recall, Heuristics or Pure Guesswork? Precise Interpretations of Language Models for Fact Completion ACL 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding NAACL 2025 Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025 Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025 Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval EMNLP 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025