Application Areas

Improved Feature Distillation via Projector Ensemble NeurIPS 2022 Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022 Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022 Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem AAAI 2022 Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting ACL 2022 Improved Regret for Differentially Private Exploration in Linear MDP ICML 2022 Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022 Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation EMNLP 2022 Improving ASR Robustness in Noisy Condition Through VAD Integration Interspeech 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Both Domain Robustness and Domain Adaptability in Machine Translation COLING 2022 Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022 Improving Code-switched ASR with Linguistic Information COLING 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022 Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation Interspeech 2022 Improving Dialogue Act Recognition with Augmented Data EMNLP 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022 Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP 2022 Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022 Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters ICLR 2022 Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022 Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022