model fine-tuning

LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022 MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages ACL 2022 Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SemEval 2022 Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation Interspeech 2022 SALTED: A Framework for SAlient Long-tail Translation Error Detection EMNLP 2022 SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages SemEval 2022 X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection SemEval 2022 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021 ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles ACL 2021 A Simple Recipe for Multilingual Grammatical Error Correction ACL 2021 Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021 Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection EACL 2021 Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021 Generating Datasets with Pretrained Language Models EMNLP 2021 Lexical Modeling of ASR Errors for Robust Speech Translation Interspeech 2021 LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021 MetricOpt: Learning To Optimize Black-Box Evaluation Metrics CVPR 2021 Naive Bayes versus BERT: Jupyter notebook assignments for an introductory NLP course NAACL 2021 Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks ICLR 2021 Regularising Fisher Information Improves Cross-lingual Generalisation EMNLP 2021 Robust Continuous On-Device Personalization for Automatic Speech Recognition Interspeech 2021 Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021