Copertina

Interpretable Text Embeddings and Text Similarity Explanation: A Survey

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Opitz, Juri, Möller, Lucas, Michail, Andrianos, Padó, Sebastian, Clematide, Simon
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

CLEF HIPE-2026: Evaluating Accurate and Efficient Person-Place Relation Extraction from Multilingual Historical Texts
di: Opitz, Juri, et al.
Pubblicazione: (2026)

PARAPHRASUS : A Comprehensive Benchmark for Evaluating Paraphrase Detection Models
di: Michail, Andrianos, et al.
Pubblicazione: (2024)

Information Representation Fairness in Long-Document Embeddings: The Peculiar Interaction of Positional and Language Bias
di: Schuhmacher, Elias, et al.
Pubblicazione: (2026)

Sentence Smith: Controllable Edits for Evaluating Text Embeddings
di: Li, Hongji, et al.
Pubblicazione: (2025)

Adapting Multilingual Embedding Models to Historical Luxembourgish
di: Michail, Andrianos, et al.
Pubblicazione: (2025)

MMTEB: Massive Multilingual Text Embedding Benchmark
di: Enevoldsen, Kenneth, et al.
Pubblicazione: (2025)

When Text Embedding Meets Large Language Model: A Comprehensive Survey
di: Nie, Zhijie, et al.
Pubblicazione: (2024)

Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
di: Merrick, Luke, et al.
Pubblicazione: (2024)

Quantifying Positional Biases in Text Embedding Models
di: Lee, Reagan J., et al.
Pubblicazione: (2024)

Explainability of Text Processing and Retrieval Methods: A Survey
di: Saha, Sourav, et al.
Pubblicazione: (2022)

Training Sparse Mixture Of Experts Text Embedding Models
di: Nussbaum, Zach, et al.
Pubblicazione: (2025)

Bagging-Based Model Merging for Robust General Text Embeddings
di: Zhang, Hengran, et al.
Pubblicazione: (2026)

A Survey on Retrieval-Augmented Text Generation for Large Language Models
di: Huang, Yizheng, et al.
Pubblicazione: (2024)

Enhancing Multilingual Embeddings via Multi-Way Parallel Text Alignment
di: Fazili, Barah, et al.
Pubblicazione: (2026)

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning
di: Sun, Yiqun, et al.
Pubblicazione: (2025)

Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation
di: Feng, Yingchaojie, et al.
Pubblicazione: (2025)

E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
di: Liu, Qi, et al.
Pubblicazione: (2025)

SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems
di: Guo, Beichen, et al.
Pubblicazione: (2025)

Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
di: Michail, Andrianos, et al.
Pubblicazione: (2025)

The Massive Legal Embedding Benchmark (MLEB)
di: Butler, Umar, et al.
Pubblicazione: (2025)

CORE-T: COherent REtrieval of Tables for Text-to-SQL
di: Soliman, Hassan, et al.
Pubblicazione: (2026)

MixLM: High-Throughput and Effective LLM Ranking via Text-Embedding Mix-Interaction
di: Li, Guoyao, et al.
Pubblicazione: (2025)

StructText: A Synthetic Table-to-Text Approach for Benchmark Generation with Multi-Dimensional Evaluation
di: Kashyap, Satyananda, et al.
Pubblicazione: (2025)

QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval
di: Tan, Hongming, et al.
Pubblicazione: (2024)

The Text Classification Pipeline: Starting Shallow going Deeper
di: Siino, Marco, et al.
Pubblicazione: (2024)

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text
di: He, Weiqing, et al.
Pubblicazione: (2024)

TnT-LLM: Text Mining at Scale with Large Language Models
di: Wan, Mengting, et al.
Pubblicazione: (2024)

UniGLM: Training One Unified Language Model for Text-Attributed Graph Embedding
di: Fang, Yi, et al.
Pubblicazione: (2024)

Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches
di: Asimopoulos, Dimitris, et al.
Pubblicazione: (2024)

Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
di: Salemi, Alireza, et al.
Pubblicazione: (2025)

Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
di: Rashiti, Gentiana, et al.
Pubblicazione: (2024)

LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
di: Ma, Guangyuan, et al.
Pubblicazione: (2025)

QuOTE: Question-Oriented Text Embeddings
di: Neeser, Andrew, et al.
Pubblicazione: (2025)

Bridging Collaborative Filtering and Large Language Models with Dynamic Alignment, Multimodal Fusion and Evidence-grounded Explanations
di: Ma, Bo, et al.
Pubblicazione: (2025)

Evaluating Structured Decoding for Text-to-Table Generation: Evidence from Three Datasets
di: Oestreich, Julian, et al.
Pubblicazione: (2025)

Document-Level Sentiment Analysis of Urdu Text Using Deep Learning Techniques
di: Irum, Ammarah, et al.
Pubblicazione: (2025)

ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation
di: Salemi, Alireza, et al.
Pubblicazione: (2025)

CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs
di: Keerthana, Garapati, et al.
Pubblicazione: (2025)

Analyzing the Influence of Knowledge Graph Information on Relation Extraction
di: Möller, Cedric, et al.
Pubblicazione: (2025)

OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
di: Xie, Xiangjin, et al.
Pubblicazione: (2025)