Fine-Tuning

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 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 Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022 Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022 Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022 Text Revision By On-the-Fly Representation Optimization AAAI 2022 Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis EMNLP 2022 Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ACL 2022 When Does Differentially Private Learning Not Suffer in High Dimensions? NeurIPS 2022 A Theoretical Analysis of Fine-tuning with Linear Teachers NeurIPS 2021 Coping with Noisy Training Data Labels in Paraphrase Detection EMNLP 2021 CoreLM: Coreference-aware Language Model Fine-Tuning EMNLP 2021 CUNI Systems for WMT21: Terminology Translation Shared Task EMNLP 2021 Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL 2021 Kakao Enterprise’s WMT21 Machine Translation Using Terminologies Task Submission EMNLP 2021 MetricOpt: Learning To Optimize Black-Box Evaluation Metrics CVPR 2021 Multilingual Machine Translation Evaluation Metrics Fine-tuned on Pseudo-Negative Examples for WMT 2021 Metrics Task EMNLP 2021 Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021 Network Pruning That Matters: A Case Study on Retraining Variants ICLR 2021 Regularising Fisher Information Improves Cross-lingual Generalisation EMNLP 2021 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Training and Domain Adaptation for Supervised Text Segmentation EACL 2021