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Text Representation

2246 directly classified papers

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Papers

TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations EMNLP 2025
A Morpheme-Aware Child-Inspired Language Model EMNLP 2025
Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025
Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025
Formula-Text Cross-Retrieval: A Benchmarking Study of Dense Embedding Methods for Mathematical Information Retrieval EMNLP 2025
Tracing Definitions: Lessons from Alliance Contracts in the Biopharmaceutical Industry EMNLP 2025
Quantifying Compositionality of Classic and State-of-the-Art Embeddings EMNLP 2025
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE EMNLP 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025
Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning EMNLP 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025
ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025
Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025
Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese EMNLP 2025
Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025
Training LLMs to be Better Text Embedders through Bidirectional Reconstruction EMNLP 2025
Formalizing Style in Personal Narratives EMNLP 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025