Application Areas

Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022 Formant Estimation and Tracking using Probabilistic Heat-Maps Interspeech 2022 ∞-former: Infinite Memory Transformer ACL 2022 Formulating Robustness Against Unforeseen Attacks NeurIPS 2022 Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022 FourierNets enable the design of highly non-local optical encoders for computational imaging NeurIPS 2022 FP8 Quantization: The Power of the Exponent NeurIPS 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 FPI: Failure Point Isolation in Large-scale Conversational Assistants NAACL 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 Fraunhofer SIT@SMM4H’22: Learning to Predict Stances and Premises in Tweets related to COVID-19 Health Orders Using Generative Models COLING 2022 FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition COLING 2022 FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models NAACL 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits ICLR 2022 FR: Folded Rationalization with a Unified Encoder NeurIPS 2022 FriendlyCore: Practical Differentially Private Aggregation ICML 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation ICLR 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ACL 2022 From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ACL 2022