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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
Fast Vocabulary Transfer for Language Model Compression EMNLP 2022
Zero-shot Disfluency Detection for Indian Languages COLING 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Toward Practical Monocular Indoor Depth Estimation CVPR 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022
Towards Improved Distantly Supervised Multilingual Named-Entity Recognition for Tweets EMNLP 2022
Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022
Dynamic Sparse R-CNN CVPR 2022
Source-Free Domain Adaptation via Distribution Estimation CVPR 2022
Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022
OVE6D: Object Viewpoint Encoding for Depth-Based 6D Object Pose Estimation CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022