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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NIPS 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NIPS 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
CLIP4IDC: CLIP for Image Difference Captioning IJCNLP 2022
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022
Hate Speech and Offensive Language Detection in Bengali IJCNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
Preparing High School Teachers to Integrate AI Methods into STEM Classrooms AAAI 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation INTERSPEECH 2022
Ant Multilingual Recognition System for OLR 2021 Challenge INTERSPEECH 2022
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition INTERSPEECH 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages AACL 2022