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Fine-Tuning

487 directly classified papers

Papers per year

Papers

Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022
Controlled Language Generation for Language Learning Items EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022
Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis ACL 2022
When Does Differentially Private Learning Not Suffer in High Dimensions? NIPS 2022
Incremental learning for RNN-Transducer based speech recognition models INTERSPEECH 2022
Less-forgetting Multi-lingual Fine-tuning NIPS 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 2022
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022
Generating Repetitions with Appropriate Repeated Words NAACL 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ACL 2022
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ACL 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ACL 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022