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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

The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task EMNLP 2020
Hindi-Marathi Cross Lingual Model EMNLP 2020
Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks ACL 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task EMNLP 2020
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV MLHC 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020
Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language MLHC 2020
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT SEMEVAL 2020
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media SEMEVAL 2020
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models SEMEVAL 2020
iNLTK: Natural Language Toolkit for Indic Languages EMNLP 2020
On Learning Language-Invariant Representations for Universal Machine Translation ICML 2020
Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020
Modeling Long Context for Task-Oriented Dialogue State Generation ACL 2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ACL 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks EMNLP 2020
Alleviating Digitization Errors in Named Entity Recognition for Historical Documents EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020
Frugal Paradigm Completion ACL 2020