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Transfer Learning

3884 directly classified papers

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Papers

Preference-Adaptive Meta-Learning for Cold-Start Recommendation IJCAI 2021
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network INTERSPEECH 2021
mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets ICCV 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora ACL 2021
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders ACL 2021
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction ACL 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach ACL 2021
Weak-shot Fine-grained Classification via Similarity Transfer NIPS 2021
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021
Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021
Cross-Register Projection for Headline Part of Speech Tagging EMNLP 2021
Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation EMNLP 2021
Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model EMNLP 2021
What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021
Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning AAAI 2021