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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

Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
GoEmotions: A Dataset of Fine-Grained Emotions ACL 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020
Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020
UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa EMNLP 2020
NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative EMNLP 2020
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020
Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations EMNLP 2020
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 EMNLP 2020
NRC Systems for Low Resource German-Upper Sorbian Machine Translation 2020: Transfer Learning with Lexical Modifications EMNLP 2020
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks EMNLP 2020
Differentially Private Language Models Benefit from Public Pre-training EMNLP 2020
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment EMNLP 2020
DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data CVPR 2020
Cancer Registry Information Extraction via Transfer Learning EMNLP 2020
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020
Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020
Data Annealing for Informal Language Understanding Tasks EMNLP 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer EMNLP 2020
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA NIPS 2020
Inferring symmetry in natural language EMNLP 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020