Representation Learning

Post-hoc analysis of Arabic transformer models EMNLP 2022 Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022 Power Iteration for Tensor PCA JMLR 2022 Predicate-Argument Based Bi-Encoder for Paraphrase Identification ACL 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Predicting Long-Term Citations from Short-Term Linguistic Influence EMNLP 2022 Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022 Prediction of L2 speech proficiency based on multi-level linguistic features Interspeech 2022 Predictive Student Modelling in an Online Reading Platform AAAI 2022 Pretrained Cost Model for Distributed Constraint Optimization Problems AAAI 2022 Pre-trained language models evaluating themselves - A comparative study ACL 2022 Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning NeurIPS 2022 Pre-training Molecular Graph Representation with 3D Geometry ICLR 2022 Pretraining on Interactions for Learning Grounded Affordance Representations NAACL 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 Principal Component Flows ICML 2022 Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks JMLR 2022 Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification Interspeech 2022 PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval AAAI 2022 Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences CVPR 2022 Probing as Quantifying Inductive Bias ACL 2022 Probing BERT’s priors with serial reproduction chains ACL 2022 Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022