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Fine-Tuning

262 directly classified papers

Papers per year

Papers

Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022
PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022
Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022
On the Importance of Data Size in Probing Fine-tuned Models ACL 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ACL 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction ACL 2022
Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning NIPS 2021
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks AAAI 2021
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT ACL 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation ACL 2021
Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NIPS 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection ACL 2021
HateBERT: Retraining BERT for Abusive Language Detection in English ACL 2021
How Transferable Are Reasoning Patterns in VQA? CVPR 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
Learning Bill Similarity with Annotated and Augmented Corpora of Bills EMNLP 2021