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Fine-Tuning

262 directly classified papers

Papers per year

Papers

Towards Efficient and Scalable Sharpness-Aware Minimization CVPR 2022
Sparse Structure Search for Delta Tuning NIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022
Improved Fine-Tuning by Better Leveraging Pre-Training Data NIPS 2022
Generative Language Models for Paragraph-Level Question Generation EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters EMNLP 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022
Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022
TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP 2022
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022
CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022
ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection EMNLP 2022
CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese EMNLP 2022
SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022
Improved Text Classification via Contrastive Adversarial Training AAAI 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 EMNLP 2022
Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022
Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis EMNLP 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022
Using Transformer-based Models for Taxonomy Enrichment and Sentence Classification EMNLP 2022