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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

STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition EMNLP 2021
Structural Adapters in Pretrained Language Models for AMR-to-Text Generation EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
Overcoming Poor Word Embeddings with Word Definitions ACL 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense ACL 2021
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images ACL 2021
Weak-shot Fine-grained Classification via Similarity Transfer NIPS 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021
From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors WACV 2021
Learning Fast Converging, Effective Conditional Generative Adversarial Networks With a Mirrored Auxiliary Classifier WACV 2021
Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021
Anchor-based Bilingual Word Embeddings for Low-Resource Languages ACL 2021
Recursive Tree-Structured Self-Attention for Answer Sentence Selection ACL 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages ACL 2021
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ACL 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach ACL 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction ACL 2021