Transfer Learning

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022 Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022 Preparing High School Teachers to Integrate AI Methods into STEM Classrooms AAAI 2022 Pretrained Models for Multilingual Federated Learning NAACL 2022 Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022 Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Program Transfer for Answering Complex Questions over Knowledge Bases ACL 2022 Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022 Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022 Proper Reuse of Image Classification Features Improves Object Detection CVPR 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Provable Domain Generalization via Invariant-Feature Subspace Recovery ICML 2022 Provably sample-efficient RL with side information about latent dynamics NeurIPS 2022 PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents CVPR 2022 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022 Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022 Quantifying Language Variation Acoustically with Few Resources NAACL 2022 Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022