DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available 5 Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 5 Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models Apr 11, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 3D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation Jun 13, 2024 Autonomous Driving Object
Code Code Available 5 Distributional Formal Semantics Mar 2, 2021 Negation Semantic Similarity
Code Code Available 5 Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
Code Code Available 5 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 DeepSim: Semantic similarity metrics for learned image registration Nov 11, 2020 Image Registration Semantic Similarity
Code Code Available 5 CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation Apr 17, 2025 RAG Retrieval
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 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 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available 5 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 5 Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Sep 20, 2024 Anomaly Detection Fault Diagnosis
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 Generalized Product Quantization Network for Semi-supervised Image Retrieval Feb 26, 2020 Image Retrieval Metric Learning
Code Code Available 5 An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available 5 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
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 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available 5 Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
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 