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Transfer Learning

8,078 papers

Papers per year

Papers

StanceCrafters at StanceEval2024: Multi-task Stance Detection using BERT Ensemble with Attention Based Aggregation ACL 2024
DRU at WojoodNER 2024: A Multi-level Method Approach ACL 2024
Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024
Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024
Automatic Extraction of Disease Risk Factors from Medical Publications ACL 2024
iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024
IgnitionInnovators at “Discharge Me!”: Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries ACL 2024
My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture ACL 2024
Morphology Matters: Probing the Cross-linguistic Morphological Generalization Abilities of Large Language Models through a Wug Test ACL 2024
Evaluating Chinese Large Language Models on Discipline Knowledge Acquisition via Memorization and Robustness Assessment ACL 2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data ACL 2024
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters ACL 2024
Could Chemical Language Models benefit from Message Passing ACL 2024
DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases ACL 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024
Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? ACL 2024
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ACL 2024
Benchmarking Low-Resource Machine Translation Systems ACL 2024
Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task ACL 2024
Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024
Restoring Mycenaean Linear B ‘A&B’ series tablets using supervised and transfer learning ACL 2024
A deep learning pipeline for the palaeographical dating of ancient Greek papyrus fragments ACL 2024
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024
DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024