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Fine-Tuning

704 directly classified papers

Papers per year

Papers

An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022
Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022
DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
RL with KL penalties is better viewed as Bayesian inference EMNLP 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
Capturing Topic Framing via Masked Language Modeling EMNLP 2022
FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022
On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022
Control Prefixes for Parameter-Efficient Text Generation EMNLP 2022
AraLegal-BERT: A pretrained language model for Arabic Legal text EMNLP 2022
CAraNER: The COVID-19 Arabic Named Entity Corpus EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022
AraProp at WANLP 2022 Shared Task: Leveraging Pre-Trained Language Models for Arabic Propaganda Detection EMNLP 2022
Gender Bias Mitigation for NMT Involving Genderless Languages EMNLP 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022
KYB General Machine Translation Systems for WMT22 EMNLP 2022
KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022
The SPECTRANS System Description for the WMT22 Biomedical Task EMNLP 2022
Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022
NICT at MixMT 2022: Synthetic Code-Mixed Pre-training and Multi-way Fine-tuning for Hinglish–English Translation EMNLP 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
Deep Compression of Pre-trained Transformer Models NIPS 2022