Fine-Tuning

Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NeurIPS 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022 A Few More Examples May Be Worth Billions of Parameters EMNLP 2022 An Improved Baseline for Sentence-level Relation Extraction AACL 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022 Controlled Language Generation for Language Learning Items EMNLP 2022 Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022 Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022 Examining Large Pre-Trained Language Models for Machine Translation: What You Don’t Know about It EMNLP 2022 Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models EMNLP 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022 FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022 Generating Repetitions with Appropriate Repeated Words NAACL 2022 Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022 iCompass Working Notes for the Nuanced Arabic Dialect Identification Shared task EMNLP 2022 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022 Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis ACL 2022 Incremental learning for RNN-Transducer based speech recognition models Interspeech 2022 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022 Less-forgetting Multi-lingual Fine-tuning NeurIPS 2022