Application Areas

Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022 Test-Time Training with Masked Autoencoders NeurIPS 2022 TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation AACL 2022 Text Characterization Toolkit (TCT) AACL 2022 TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP 2022 Text-Only Domain Adaptation Based on Intermediate CTC Interspeech 2022 TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ACL 2022 Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022 Text Style Transferring via Adversarial Masking and Styled Filling EMNLP 2022 TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction Interspeech 2022 The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022 The AISP-SJTU Translation System for WMT 2022 EMNLP 2022 The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22 EMNLP 2022 The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022 The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NeurIPS 2022 The Birth of Bias: A case study on the evolution of gender bias in an English language model NAACL 2022 The challenges of temporal alignment on Twitter during crises EMNLP 2022 The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022 The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022 The Cycle of Trust and Responsibility in Outsourced AI NAACL 2022 The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail ACL 2022 The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022