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Transfer Learning

3,884 papers

Papers per year

Papers

Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval COLING 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
Annotating Targets of Toxic Language at the Span Level COLING 2022
Detecting Tear Gas Canisters With Limited Training Data WACV 2022
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation NAACL 2022
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning INTERSPEECH 2022
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022
Learning Part Segmentation Through Unsupervised Domain Adaptation From Synthetic Vehicles CVPR 2022
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022
Data InStance Prior (DISP) in Generative Adversarial Networks WACV 2022
On the Use of External Data for Spoken Named Entity Recognition NAACL 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022
SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022