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Fine-Tuning

704 directly classified papers

Papers per year

Papers

On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
Petals: Collaborative Inference and Fine-tuning of Large Models ACL 2023
G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023
A Unified Generative Approach to Product Attribute-Value Identification ACL 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
DiscoFlan: Instruction Fine-tuning and Refined Text Generation for Discourse Relation Label Classification ACL 2023
A Side-by-side Comparison of Transformers for Implicit Discourse Relation Classification ACL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023
Who needs context? Classical techniques for Alzheimer’s disease detection ACL 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023
DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023
RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023
Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023
Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023
Language Modeling with Latent Situations ACL 2023
Meta-Learning Online Adaptation of Language Models EMNLP 2023