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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation AAAI 2021
Learning Prediction Intervals for Model Performance AAAI 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation IJCNLP 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora IJCNLP 2021
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction IJCNLP 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction IJCNLP 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach IJCNLP 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages EMNLP 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
Disentangling Representations of Text by Masking Transformers EMNLP 2021
The Impact of Positional Encodings on Multilingual Compression EMNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021
Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? EMNLP 2021
Improved Named Entity Recognition for Noisy Call Center Transcripts EMNLP 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Does Commonsense help in detecting Sarcasm? EMNLP 2021
Fine-grained Generalization Analysis of Inductive Matrix Completion NIPS 2021