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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

iCompass Working Notes for the Nuanced Arabic Dialect Identification Shared task EMNLP 2022
End-to-End Speech Translation of Arabic to English Broadcast News EMNLP 2022
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022
A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022
The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics EMNLP 2022
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering EMNLP 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters EMNLP 2022
Generative Language Models for Paragraph-Level Question Generation EMNLP 2022
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022
A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022
AraT5: Text-to-Text Transformers for Arabic Language Generation ACL 2022
Towards Detecting Political Bias in Hindi News Articles ACL 2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022
What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022
Challenges in including extra-linguistic context in pre-trained language models ACL 2022
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022