Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Apr 17, 2020 CPU Language Modeling
Code Code Available Efficient Neural Ranking using Forward Indexes Oct 12, 2021 CPU Document Ranking
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 Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models May 23, 2023 Language Modeling Language Modelling
Code Code Available Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Mar 10, 2022 Adversarial Attack Semantic Similarity
Code Code Available Generating Natural Language Attacks in a Hard Label Black Box Setting Dec 29, 2020 Adversarial Text 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 Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
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 Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Jul 9, 2023 Attribute Graph Representation Learning
Code Code Available How to Train BERT with an Academic Budget Apr 15, 2021 Language Modeling Language Modelling
Code Code Available Improving Contrastive Learning of Sentence Embeddings from AI Feedback May 3, 2023 Contrastive Learning Data Augmentation
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Dec 22, 2020 Generalization Bounds Language Modeling
Code Code Available Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Jun 11, 2025 Diversity Semantic 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 Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
Code Code Available KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
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 Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Feb 17, 2016 Entity Typing Semantic Similarity
Code Code Available Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
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