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Text Representation

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Universal Patterns of Grammatical Gender in Multilingual Large Language Models EMNLP 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
Tracing Definitions: Lessons from Alliance Contracts in the Biopharmaceutical Industry EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models COLING 2025
Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025
Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis NAACL 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
Sinhala Encoder-only Language Models and Evaluation ACL 2025
Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
The iRead4Skills Intelligent Complexity Analyzer EMNLP 2025
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval EMNLP 2025
Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025
Matina: A Large-Scale 73B Token Persian Text Corpus NAACL 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025
Comparable Corpora: Opportunities for New Research Directions COLING 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025
Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization IJCNLP 2025
SELEXINI – a large and diverse automatically parsed corpus of French COLING 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025