conftrace_

model fine-tuning

238 papers

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Co-occurring keywords

large language model (13587) transfer learning (5449) text classification (6793) low-resource language (2273) automatic speech recognition (1774) diffusion model (3751) multilingual model (925) language model (4599) synthetic datum (765) transformer model (1996)

Papers

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
ImageNet Pre-training Also Transfers Non-robustness AAAI 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023
BayesTune: Bayesian Sparse Deep Model Fine-tuning NIPS 2023
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection INTERSPEECH 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks NIPS 2023
Geographical Erasure in Language Generation EMNLP 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ICCV 2023
Diacritic Recognition Performance in Arabic ASR INTERSPEECH 2023
Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset INTERSPEECH 2023
Petals: Collaborative Inference and Fine-tuning of Large Models ACL 2023
DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning ACL 2023
Detecting and Repairing Deviated Outputs of Compressed Models ACML 2023
Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions ACL 2023
The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning AACL 2023
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages ACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis ACL 2023
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer EMNLP 2023
Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering EACL 2023
Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SEMEVAL 2023
Multi-Concept Customization of Text-to-Image Diffusion CVPR 2023