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transfer learning

5449 papers

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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

Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022
On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022
Multilingual CheckList: Generation and Evaluation AACL 2022
akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection NAACL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm NAACL 2022
ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language NAACL 2022
Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning AUTOML 2022
GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification NAACL 2022
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages NAACL 2022
On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers EMNLP 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language NAACL 2022
SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and Arabic NAACL 2022
Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection CONLL 2022
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SEMEVAL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SEMEVAL 2022
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis EMNLP 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022
Cognitive Simplification Operations Improve Text Simplification CONLL 2022
Adaptive Variants of Optimal Feedback Policies L4DC 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022