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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Cross-lingual Text Classification with Heterogeneous Graph Neural Network IJCNLP 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models IJCNLP 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images IJCNLP 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble IJCNLP 2021
ES-JUST at SemEval-2021 Task 7: Detecting and Rating Humor and Offensive Text Using Deep Learning IJCNLP 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection IJCNLP 2021
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans IJCNLP 2021
HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images IJCNLP 2021
Script Parsing with Hierarchical Sequence Modelling IJCNLP 2021
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary IJCNLP 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation IJCNLP 2021
Claim Matching Beyond English to Scale Global Fact-Checking IJCNLP 2021
Recovering Lexically and Semantically Reused Texts IJCNLP 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers IJCNLP 2021
Transferable Dialogue Systems and User Simulators IJCNLP 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021
EmailSum: Abstractive Email Thread Summarization IJCNLP 2021
Lightweight Adapter Tuning for Multilingual Speech Translation IJCNLP 2021
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings IJCNLP 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study IJCNLP 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
Hyperparameter Transfer Learning with Adaptive Complexity AISTATS 2021