Deep Learning

Autoregressive Entity Generation for End-to-End Task-Oriented Dialog COLING 2022 Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation COLING 2022 Benign Overfitting in Two-layer Convolutional Neural Networks NeurIPS 2022 Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge Interspeech 2022 ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022 Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022 Challenges to Open-Domain Constituency Parsing ACL 2022 Class-Balanced Active Learning for Image Classification WACV 2022 Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization NeurIPS 2022 Classifying Emails into Human vs Machine Category AAAI 2022 Comparison and Analysis of New Curriculum Criteria for End-to-End ASR Interspeech 2022 Conditional set generation using Seq2seq models EMNLP 2022 Context-Aware Abbreviation Expansion Using Large Language Models NAACL 2022 CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 Cross-Domain Detection of GPT-2-Generated Technical Text NAACL 2022 Dataset Distillation by Matching Training Trajectories CVPR 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022 De novo mass spectrometry peptide sequencing with a transformer model ICML 2022 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 Detecting Relevant Differences Between Similar Legal Texts EMNLP 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 Do Residual Neural Networks discretize Neural Ordinary Differential Equations? NeurIPS 2022