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Transfer Learning

3,884 papers

Papers per year

Papers

Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction COLING 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition COLING 2022
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022
MECI: A Multilingual Dataset for Event Causality Identification COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization COLING 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
A Data-driven Approach to Named Entity Recognition for Early Modern French COLING 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference COLING 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation COLING 2022
CINO: A Chinese Minority Pre-trained Language Model COLING 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit COLING 2022