Application Areas

Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022 Towards Summary Candidates Fusion EMNLP 2022 Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP 2022 Towards Understanding the Data Dependency of Mixup-style Training ICLR 2022 Towards Unsupervised Domain Generalization CVPR 2022 Towards Verifiable Federated Learning IJCAI 2022 Toward Understanding Privileged Features Distillation in Learning-to-Rank NeurIPS 2022 ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022 tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Interspeech 2022 TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s NeurIPS 2022 Tracing Text Provenance via Context-Aware Lexical Substitution AAAI 2022 Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) AAAI 2022 Tracking the risk of a deployed model and detecting harmful distribution shifts ICLR 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Tractable Explanations for d-DNNF Classifiers AAAI 2022 Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning NeurIPS 2022 Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders NeurIPS 2022 Training and typological bias in ASR performance for world Englishes Interspeech 2022 Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models Interspeech 2022 Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022 Training on the Test Set: Mapping the System-Problem Space in AI AAAI 2022 Training OOD Detectors in their Natural Habitats ICML 2022 Training Spiking Neural Networks with Local Tandem Learning NeurIPS 2022 Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022