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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
Alleviating Digitization Errors in Named Entity Recognition for Historical Documents EMNLP 2020
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks EMNLP 2020
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020
iNLTK: Natural Language Toolkit for Indic Languages EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
Hindi-Marathi Cross Lingual Model EMNLP 2020
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task EMNLP 2020
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media EMNLP 2020
IRLab@IITBHU at WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets using BERT EMNLP 2020
DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa EMNLP 2020
Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation EMNLP 2020
FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition AAAI 2020
FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020
Domain Conditioned Adaptation Network AAAI 2020
Zero Shot Learning with the Isoperimetric Loss AAAI 2020
Importance-Aware Learning for Neural Headline Editing AAAI 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020
Low Resource Sequence Tagging with Weak Labels AAAI 2020
Lexical Simplification with Pretrained Encoders AAAI 2020
Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020