conftrace_

model finetuning

26 papers

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transfer learning (5449) text classification (6793) language model (4599) large language model (13587) transformer model (1996) pretrained model (292) pretrained language model (1030) arabic language (261) neural network (6616) vision-language model (2348)

Papers

StarFlow: Generating Structured Workflow Outputs From Sketch Images EACL 2026
Dormant Backdoor: Weaponizing Model Finetuning for Feasible Backdoor Attacks Against Pretrained Models AAAI 2026
Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025
TSDS: Data Selection for Task-Specific Model Finetuning NIPS 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models NIPS 2024
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023
Efficient NLP Model Finetuning via Multistage Data Filtering IJCAI 2023
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SEMEVAL 2022
Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SEMEVAL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SEMEVAL 2022
SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages SEMEVAL 2022
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021
Generating Datasets with Pretrained Language Models EMNLP 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021
LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021
Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems EMNLP 2020
Personalizing ASR for Dysarthric and Accented Speech with Limited Data INTERSPEECH 2019