Debiased Contrastive Learning of Unsupervised Sentence Representations May 2, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation Aug 10, 2023 6D Pose Estimation using RGB global-optimization
Code Code Available CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Nov 2, 2024 Line Detection Semantic Similarity
Code Code Available Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Sep 20, 2024 Anomaly Detection Fault Diagnosis
Code Code Available A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction May 4, 2020 Language Modeling Language Modelling
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding Jul 18, 2023 3D visual grounding Object
Code Code Available A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Mar 11, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
Code Code Available DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Feb 20, 2024 named-entity-recognition Named Entity Recognition
Code Code Available DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving Jul 22, 2024 Autonomous Driving Diversity
Code Code Available 3D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation Jun 13, 2024 Autonomous Driving Object
Code Code Available AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Dec 11, 2023 Action Recognition Anatomy
Code Code Available Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available Automated radiology report generation using conditioned transformers Mar 26, 2021 Medical Report Generation Semantic Similarity
Code Code Available Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Dec 13, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 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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