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Transfer Learning

510 directly classified papers

Papers per year

Papers

UKP-SQUARE: An Online Platform for Question Answering Research ACL 2022
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning ACL 2022
What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels ACL 2022
Investigating Non-local Features for Neural Constituency Parsing ACL 2022
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022
CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task EMNLP 2022
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
Learning to Assemble Geometric Shapes IJCAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022
Narrate Dialogues for Better Summarization EMNLP 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
MS-COMET: More and Better Human Judgements Improve Metric Performance EMNLP 2022
MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 EMNLP 2022
Improved Data Augmentation for Translation Suggestion EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022