Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
Code Code Available 5 HIRL: A General Framework for Hierarchical Image Representation Learning May 26, 2022 Image Clustering Representation Learning
Code Code Available 5 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 5 Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
Code Code Available 5 Improving Contrastive Learning of Sentence Embeddings from AI Feedback May 3, 2023 Contrastive Learning Data Augmentation
Code Code Available 5 RealFormer: Transformer Likes Residual Attention Dec 21, 2020 Language Modeling Language Modelling
Code Code Available 5 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
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 Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available 5 Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available 5 Improving word mover's distance by leveraging self-attention matrix Nov 11, 2022 Paraphrase Identification Semantic Similarity
Code Code Available 5 InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models Sep 21, 2023 Emotion Recognition Emotion Recognition in Conversation
Code Code Available 5 Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 5 Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available 5 Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual Similarity
Code Code Available 5 Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
Code Code Available 5 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Dec 9, 2021 Contrastive Learning Graph Embedding
Code Code Available 5 KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available 5 CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
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 AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available 5 Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Nov 2, 2024 Line Detection Semantic Similarity
Code Code Available 5 Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Jan 27, 2022 Code Search Information Retrieval
Code Code Available 5 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available 5 Automated radiology report generation using conditioned transformers Mar 26, 2021 Medical Report Generation Semantic Similarity
Code Code Available 5 Instance Similarity Learning for Unsupervised Feature Representation Aug 5, 2021 image-classification Image Classification
Code Code Available 5 Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available 5 Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora Nov 29, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs May 19, 2023 Question Answering Semantic Similarity
Code Code Available 5 Class-relation Knowledge Distillation for Novel Class Discovery Jul 18, 2023 Knowledge Distillation Novel Class Discovery
Code Code Available 5 Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation Jul 19, 2023 Diagnostic Face Model
Code Code Available 5 Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available 5 MarkBERT: Marking Word Boundaries Improves Chinese BERT Nov 16, 2021 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 5 Pointly-Supervised Panoptic Segmentation Oct 25, 2022 Panoptic Segmentation Segmentation
Code Code Available 5 MedFILIP: Medical Fine-grained Language-Image Pre-training Jan 18, 2025 Contrastive Learning Diagnostic
Code Code Available 5 MENLI: Robust Evaluation Metrics from Natural Language Inference Aug 15, 2022 Adversarial Attack Adversarial Robustness
Code Code Available 5 CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
Code Code Available 5 An Efficient Self-Supervised Cross-View Training For Sentence Embedding Nov 6, 2023 Contrastive Learning Language Modeling
Code Code Available 5 Compositional Evaluation on Japanese Textual Entailment and Similarity Aug 9, 2022 Natural Language Inference Semantic Textual Similarity
Code Code Available 5 Semantic Pyramid for Image Generation Mar 13, 2020 General Classification Image Generation
Code Code Available 5 Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment Jan 1, 2025 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Hierarchy-based Image Embeddings for Semantic Image Retrieval Sep 26, 2018 Few-Shot Learning Image Retrieval
Code Code Available 5 GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation Aug 21, 2024 Point Cloud Segmentation Semantic Similarity
Code Code Available 5 Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Jun 1, 2024 Diversity Semantic Similarity
Code Code Available 5 GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Aug 31, 2024 Pose Estimation Repetitive Action Counting
Code Code Available 5 Addressing Token Uniformity in Transformers via Singular Value Transformation Aug 24, 2022 Semantic Textual Similarity
Code Code Available 5 HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection Nov 4, 2024 Anomaly Detection Attribute
Code Code Available 5 