Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Feb 25, 2019 Cross-lingual zero-shot dependency parsing Dependency Parsing
Code Code Available 5 Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization May 3, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available 5 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation Jun 14, 2023 Few-Shot Learning Memorization
Code Code Available 5 Improved transferability of self-supervised learning models through batch normalization finetuning Aug 15, 2024 Classification Few-Shot Learning
Code Code Available 5 Improved Visually Prompted Keyword Localisation in Real Low-Resource Settings Sep 9, 2024 Few-Shot Learning
Code Code Available 5 Continual Few-Shot Learning for Text Classification Nov 1, 2021 Classification continual few-shot learning
Code Code Available 5 Few-shot learning via tensor hallucination Apr 19, 2021 Data Augmentation Few-Shot Learning
Code Code Available 5 A Closer Look at the Training Strategy for Modern Meta-Learning Dec 1, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 Continual Adversarial Defense Dec 15, 2023 Adversarial Defense Continual Learning
Code Code Available 5 Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available 5 Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning Apr 2, 2023 Few-Shot Learning Inductive Learning
Code Code Available 5 IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments Nov 26, 2018 Autonomous Navigation Domain Adaptation
Code Code Available 5 Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles Classification
Code Code Available 5 FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech May 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning Oct 22, 2022 Few-Shot Learning
Code Code Available 5 Few-shot learning through contextual data augmentation Mar 31, 2021 Data Augmentation Few-Shot Learning
Code Code Available 5 Contextualizing Enhances Gradient Based Meta Learning Jul 17, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 HyperPlanes: Hypernetwork Approach to Rapid NeRF Adaptation Feb 2, 2024 Few-Shot Learning NeRF
Code Code Available 5 Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning Jun 21, 2024 Attribute Compositional Zero-Shot Learning
Code Code Available 5 A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation Oct 18, 2023 Fairness Few-Shot Learning
Code Code Available 5 Contextual Gradient Scaling for Few-Shot Learning Oct 20, 2021 Cross-Domain Few-Shot Few-Shot Learning
Code Code Available 5 HQP: A Human-Annotated Dataset for Detecting Online Propaganda Apr 28, 2023 Few-Shot Learning Propaganda detection
Code Code Available 5 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression Oct 16, 2021 Few-Shot Learning Knowledge Distillation
Code Code Available 5 Hierarchy-based Image Embeddings for Semantic Image Retrieval Sep 26, 2018 Few-Shot Learning Image Retrieval
Code Code Available 5 Hierarchical Variational Memory for Few-shot Learning Across Domains Dec 15, 2021 Few-Shot Learning Variational Inference
Code Code Available 5 High-order structure preserving graph neural network for few-shot learning May 29, 2020 Few-Shot Learning Graph Neural Network
Code Code Available 5 Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Aug 20, 2022 Denoising Few-Shot Learning
Code Code Available 5 Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs Feb 7, 2023 Few-Shot Learning
Code Code Available 5 Hidden Entity Detection from GitHub Leveraging Large Language Models Jan 8, 2025 Few-Shot Learning named-entity-recognition
Code Code Available 5 Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study Jan 14, 2024 Deep Learning Depression Detection
Code Code Available 5 Adaptive Posterior Learning: few-shot learning with a surprise-based memory module Feb 7, 2019 Decoder Few-Shot Learning
Code Code Available 5 Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Sep 16, 2024 Few-Shot Learning image-classification
Code Code Available 5 Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction Feb 4, 2023 Few-Shot Learning Molecular Docking
Code Code Available 5 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Oct 1, 2023 Few-Shot Learning Graph Neural Network
Code Code Available 5 Grid Cell Path Integration For Movement-Based Visual Object Recognition Feb 17, 2021 Few-Shot Learning Navigate
Code Code Available 5 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Feb 17, 2024 Few-Shot Learning Language Modelling
Code Code Available 5 Graph Few-shot Learning via Knowledge Transfer Oct 7, 2019 Few-Shot Learning General Classification
Code Code Available 5 Graph Few-shot Learning with Task-specific Structures Oct 21, 2022 Classification Few-Shot Learning
Code Code Available 5 GSHOT: Few-shot Generative Modeling of Labeled Graphs Jun 6, 2023 Drug Discovery Few-Shot Learning
Code Code Available 5 Few-shot Learning for Named Entity Recognition in Medical Text Nov 13, 2018 Few-Shot Learning Medical Named Entity Recognition
Code Code Available 5 Few-shot Learning for Multi-modal Social Media Event Filtering Nov 16, 2022 Few-Shot Learning
Code Code Available 5 GPS: Genetic Prompt Search for Efficient Few-shot Learning Oct 31, 2022 Few-Shot Learning
Code Code Available 5 AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models Mar 31, 2025 Few-Shot Learning
Code Code Available 5 GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain Sep 6, 2021 Few-Shot Learning Language Modelling
Code Code Available 5 MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection May 18, 2023 Anomaly Detection Few-Shot Learning
Code Code Available 5 Gotta Learn Fast: A New Benchmark for Generalization in RL Apr 10, 2018 Few-Shot Learning reinforcement-learning
Code Code Available 5 Few-Shot Learning for Image Classification of Common Flora May 7, 2021 Classification Few-Shot Image Classification
Code Code Available 5 Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images Aug 10, 2022 Binary Classification Few-Shot Learning
Code Code Available 5 Gestalt-Guided Image Understanding for Few-Shot Learning Feb 8, 2023 Few-Shot Learning
Code Code Available 5 Global Convolutional Neural Processes Sep 2, 2021 Few-Shot Learning Gaussian Processes
Code Code Available 5 