← Resources & Methods
Natural Language Processing › Resources & Methods ›

Text Representation

2246 directly classified papers

Papers per year

Papers

From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025
TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
Tokenization is Sensitive to Language Variation ACL 2025
MASAQ Parser: A Fine-grained MorphoSyntactic Analyzer for the Quran COLING 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025
Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CONLL 2025
An Assessment of Word Separation Practices in Old Irish Text Resources and a Universal Method for Tokenising Old Irish Text COLING 2025
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging ACL 2025
Splintering Nonconcatenative Languages for Better Tokenization ACL 2025
ClaimCatchers at SemEval-2025 Task 7: Sentence Transformers for Claim Retrieval ACL 2025
IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025
Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings AAAI 2025
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025
A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025