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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
The Effects of Language Token Prefixing for Multilingual Machine Translation IJCNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
The Geometry of Multilingual Language Model Representations EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022