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Transfer Learning

8078 directly classified papers

Papers per year

Papers

exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources EMNLP 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Improving Multilingual Models with Language-Clustered Vocabularies EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
HinglishNLP at SemEval-2020 Task 9: Fine-tuned Language Models for Hinglish Sentiment Detection COLING 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports ACL 2020
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences EMNLP 2020
Geometric Dataset Distances via Optimal Transport NIPS 2020
AViD Dataset: Anonymized Videos from Diverse Countries NIPS 2020
Heuristic Domain Adaptation NIPS 2020
Multilingual Argument Mining: Datasets and Analysis EMNLP 2020
Self-Supervised Learning for Pairwise Data Refinement AACL 2020
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification COLING 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation NIPS 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model COLING 2020
SWAGex at SemEval-2020 Task 4: Commonsense Explanation as Next Event Prediction COLING 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines COLING 2020
Peking Opera Synthesis via Duration Informed Attention Network INTERSPEECH 2020
MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor) COLING 2020
Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating COLING 2020
Training Keyword Spotting Models on Non-IID Data with Federated Learning INTERSPEECH 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification INTERSPEECH 2020
Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias INTERSPEECH 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Inductive Quantum Embedding NIPS 2020