conftrace_
← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8,078 papers

Papers per year

Papers

Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024
CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data COLING 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models COLING 2024
CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context COLING 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text COLING 2024
Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages COLING 2024
CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024
Cost-Effective Discourse Annotation in the Prague Czech–English Dependency Treebank COLING 2024
Creating Terminological Resources in the Digital Age for Less-resourced Languages COLING 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish COLING 2024
Cross-lingual Named Entity Corpus for Slavic Languages COLING 2024
Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity COLING 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024
Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models COLING 2024
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling COLING 2024
Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks COLING 2024
Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs COLING 2024
Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation COLING 2024
Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024
Does the Order Matter? Curriculum Learning over Languages COLING 2024
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024
Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024