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Transfer Learning

8,078 papers

Papers per year

Papers

Nyay-Darpan: Enhancing Decision Making Through Summarization and Case Retrieval for Consumer Law in India IJCNLP 2025
Contextors at L-SUMM: Retriever-Driven Multi-Generator Summarization IJCNLP 2025
Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation IJCNLP 2025
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction IJCNLP 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation IJCNLP 2025
Efficient Context-Limited Telescope Bibliography Classification for the WASP-2025 Shared Task Using SciBERT IJCNLP 2025
Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers IJCNLP 2025
Finetuning Pre-trained Language Models for Bidirectional Sign Language Gloss to Text Translation IJCNLP 2025
Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025
Score-Based Diffusion Models in Function Space JMLR 2025
Fair Text Classification via Transferable Representations JMLR 2025
Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025
Domain Randomization is Sample Efficient for Linear Quadratic Control L4DC 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages NAACL 2025
Language Models are Crossword Solvers NAACL 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025