Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Apr 16, 2021 Contrastive Learning Cross-Lingual Semantic Textual Similarity
Code Code Available FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Dec 14, 2023 Computational Efficiency Federated Learning
Code Code Available Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Mar 10, 2022 Adversarial Attack Semantic Similarity
Code Code Available Full Automation of Goal-driven LLM Dialog Threads with And-Or Recursors and Refiner Oracles Jun 24, 2023 Recommendation Systems Semantic Similarity
Code Code Available Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
Code Code Available Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Mar 19, 2025 Image Segmentation Knowledge Distillation
Code Code Available HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval Jan 14, 2024 Contrastive Learning Image Retrieval
Code Code Available How to Train BERT with an Academic Budget Apr 15, 2021 Language Modeling Language Modelling
Code Code Available PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT Mar 22, 2021 Classification General Classification
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Improving word mover's distance by leveraging self-attention matrix Nov 11, 2022 Paraphrase Identification Semantic Similarity
Code Code Available Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Jun 11, 2025 Diversity Semantic Similarity
Code Code Available IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Jun 1, 2025 Semantic Similarity Semantic Textual Similarity
Code Code Available Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Apr 9, 2023 Document Classification named-entity-recognition
Code Code Available KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning Mar 26, 2024 Contrastive Learning Knowledge Distillation
Code Code Available KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Label-Guided In-Context Learning for Named Entity Recognition May 29, 2025 In-Context Learning named-entity-recognition
Code Code Available AstroCLIP: A Cross-Modal Foundation Model for Galaxies Oct 4, 2023 Contrastive Learning model
Code Code Available Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
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