Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 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 Clustering-Aware Negative Sampling for Unsupervised Sentence Representation May 17, 2023 Clustering Contrastive Learning
Code Code Available Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
Code Code Available Automated radiology report generation using conditioned transformers Mar 26, 2021 Medical Report Generation Semantic Similarity
Code Code Available DeepSim: Semantic similarity metrics for learned image registration Nov 11, 2020 Image Registration Semantic Similarity
Code Code Available DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
Code Code Available Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
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 Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
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 AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Oct 30, 2024 RAG Response Generation
Code Code Available An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
Code Code Available R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available 