downstream task

SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations ACL 2023 SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023 Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? Interspeech 2023 Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023 Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023 TaskMet: Task-driven Metric Learning for Model Learning NeurIPS 2023 The Power of Contrast for Feature Learning: A Theoretical Analysis JMLR 2023 Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023 ViM: Vision Middleware for Unified Downstream Transferring ICCV 2023 BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models ICLR 2022 Benchmarking Intersectional Biases in NLP NAACL 2022 Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022 Data Contamination: From Memorization to Exploitation ACL 2022 Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks COLING 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022 Does Sentence Segmentation Matter for Machine Translation? EMNLP 2022 Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the Art COLING 2022 Exploring the Limits of Large Scale Pre-training ICLR 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022 KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022