Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available 5 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available 5 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
Code Code Available 5 RACE: Retrieval-Augmented Commit Message Generation Mar 5, 2022 Information Retrieval Retrieval
Code Code Available 5 Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available 5 A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Oct 27, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 AstroCLIP: A Cross-Modal Foundation Model for Galaxies Oct 4, 2023 Contrastive Learning model
Code Code Available 5 Entity Concept-enhanced Few-shot Relation Extraction Jun 4, 2021 Relation Relation Extraction
Code Code Available 5 R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available 5 Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available 5 Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference Jun 2, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Dec 11, 2023 Action Recognition Anatomy
Code Code Available 5 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available 5 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 5 Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
Code Code Available 5 Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy Sep 20, 1997 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
Code Code Available 5 SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages Mar 27, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available 5 Evaluating Multimodal Representations on Visual Semantic Textual Similarity Apr 4, 2020 Benchmarking Image Captioning
Code Code Available 5 Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Aug 19, 2021 Contrastive Learning Decoder
Code Code Available 5 SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection Mar 1, 2025 Human-Object Interaction Detection Large Language Model
Code Code Available 5 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 5 FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available 5 