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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora SEMEVAL 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SEMEVAL 2021
Visual Grounding Strategies for Text-Only Natural Language Processing EACL 2021
Cross-Lingual Transfer Learning for Hate Speech Detection EACL 2021
Offensive language identification in Dravidian code mixed social media text EACL 2021
Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures EACL 2021
Country-level Arabic Dialect Identification using RNNs with and without Linguistic Features EACL 2021
Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi EACL 2021
Bootstrapping Multilingual AMR with Contextual Word Alignments EACL 2021
FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary EACL 2021
Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders EACL 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations EACL 2021
Automatic Data Acquisition for Event Coreference Resolution EACL 2021
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021
We Need To Talk About Random Splits EACL 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021
Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021
On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets EACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021
Training and Domain Adaptation for Supervised Text Segmentation EACL 2021