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Text Representation

2246 directly classified papers

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Papers

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025
Py-Elotl: A Python NLP package for the languages of Mexico NAACL 2025
IndoMorph: a Morphology Engine for Indonesian COLING 2025
DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025
TeCoFeS: Text Column Featurization using Semantic Analysis NAACL 2025
ParsiPy: NLP Toolkit for Historical Persian Texts in Python NAACL 2025
An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025
Tonguescape: Exploring Language Models Understanding of Vowel Articulation NAACL 2025
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025
How Much Do Encoder Models Know About Word Senses? ACL 2025
Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions IJCNLP 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025
Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025
Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025
The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025