Fine-Tuning

Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023 Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023 Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL 2023 Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning EMNLP 2023 SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023 StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023 Symbol tuning improves in-context learning in language models EMNLP 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 Task Residual for Tuning Vision-Language Models CVPR 2023 Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023 Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023 Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023 The Expressive Power of Tuning Only the Normalization Layers COLT 2023 TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023 Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023 Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023 UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023 USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023 Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023