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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

Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022
Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? COLING 2022
University of Hildesheim at SemEval-2022 task 5: Combining Deep Text and Image Models for Multimedia Misogyny Detection NAACL 2022
Cross-Domain Adaptive Teacher for Object Detection CVPR 2022
Exploring Neural Models for Query-Focused Summarization NAACL 2022
Aligning Generative Language Models with Human Values NAACL 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation COLING 2022
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022
Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia COLING 2022
YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity NAACL 2022
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification NAACL 2022
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican COLING 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022
Language Adapters for Large-Scale MT: The GMU System for the WMT 2022 Large-Scale Machine Translation Evaluation for African Languages Shared Task EMNLP 2022
BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022
Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022
Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022