conftrace_

downstream task

177 papers

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Co-occurring keywords

representation learning (6206) transfer learning (5449) self-supervised learning (3777) large language model (13587) language model (4599) contrastive learning (4032) pretrained language model (1030) reinforcement learning (4352) knowledge distillation (3725) pre-trained model (412)

Papers

Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023
Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation NIPS 2023
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification EACL 2023
Data Contamination: From Memorization to Exploitation ACL 2022
Towards Driving-Oriented Metric for Lane Detection Models CVPR 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022
Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022
KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022
Does GNN Pretraining Help Molecular Representation? NIPS 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
Self-Supervised Learning via Maximum Entropy Coding NIPS 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022
On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the Art COLING 2022
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022
Does Sentence Segmentation Matter for Machine Translation? EMNLP 2022
Robustness Verification for Contrastive Learning ICML 2022
Insights into Pre-training via Simpler Synthetic Tasks NIPS 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022
Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022
Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022
Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022