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Transfer Learning

458 directly classified papers

Papers per year

Papers

Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022
Parameter-Efficient Legal Domain Adaptation 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
CAraNER: The COVID-19 Arabic Named Entity Corpus EMNLP 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Pretrained Models for Multilingual Federated Learning NAACL 2022
CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language NAACL 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
DadmaTools: Natural Language Processing Toolkit for Persian Language NAACL 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022