Papers by Judita Preiss
HiDE: a Tool for Unrestricted Literature Based Discovery (C18-2)
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| Challenge: | Literature based discovery (LBD) is an automatic technique that infers as yet unobserved connections from literature. |
| Approach: | They propose a literature based discovery tool which allows fast access to hidden connections generated from all abstracts in Medline. |
| Outcome: | The tool allows users to explore the full range of hidden connections generated by an LBD system. |
Automatic Named Entity Obfuscation in Speech (2023.findings-acl)
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| Challenge: | Identifying, replacing and inserting replacement named entities synthesized using voice cloning into original audio reduces the likelihood of deanonymization. |
| Approach: | They propose to use a named entity recognition system built directly on speech to replace a masked language model and synthesize the replacement named entities using voice cloning. |
| Outcome: | The proposed system is built on the English speech NER dataset and tested on a sample of the LibriSpeech corpus. |