semantic textual similarity

AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM ACL 2026 Benchmarking and Enabling Efficient Chinese Medical Retrieval via Asymmetric Encoders ACL 2026 From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026 PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025 Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025 Conditional Semantic Textual Similarity via Conditional Contrastive Learning COLING 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 MathD2: Towards Disambiguation of Mathematical Terms ACL 2025 MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning AACL 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 PAM: Paraphrase AMR-Centric Evaluation Metric ACL 2025 Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025 Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025 TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations EMNLP 2025 Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025 Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection ACL 2025 Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024 AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024 Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity EMNLP 2024 Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings EACL 2024