fromHackernoon1 year agoPrivacy technologiesDatasets for Evaluating Text Sanitization Techniques | HackerNoonThe article highlights the importance of effective text anonymization and privacy risk assessment methods in natural language processing.
fromHackernoon4 months agoArtificial intelligenceThis AI Doesn't Just Skim Scientific Papers-It Tags, Sorts, and Explains Them Too | HackerNoonThe article discusses the training and evaluation of various LLM models with a focus on NER and internal relation recognition.
fromHackernoon4 months agoOMG scienceAI Model Reads Thousands of Studies, Nails Battery Science Better Than Expected | HackerNoonDarwin outperforms LLaMA and LLaMA2 in NER and RE tasks for materials science.
fromHackernoon1 year agoPrivacy technologiesHow Text Span Analysis Enhances Data Privacy | HackerNoonIncorporating text context improves predictions for high privacy risk spans in NLP data.
fromHackernoon1 year agoPrivacy technologiesLLM Probabilities, Training Size, and Perturbation Thresholds in Entity Recognition | HackerNoonThe article explores the intersection of natural language processing and privacy, emphasizing Differential Privacy as a method to protect data.The research identifies key indicators for evaluating privacy risks in NLP applications.
fromHackernoon1 year agoPrivacy technologiesPerformance Analysis of the Privacy-Centric NER Model | HackerNoonA privacy-oriented entity recognizer enhances the safety of sensitive data in NLP applications, balancing privacy preservation with data utility.
fromHackernoon1 year agoPrivacy technologiesDatasets for Evaluating Text Sanitization Techniques | HackerNoonThe article highlights the importance of effective text anonymization and privacy risk assessment methods in natural language processing.
fromHackernoon4 months agoArtificial intelligenceThis AI Doesn't Just Skim Scientific Papers-It Tags, Sorts, and Explains Them Too | HackerNoonThe article discusses the training and evaluation of various LLM models with a focus on NER and internal relation recognition.
fromHackernoon4 months agoOMG scienceAI Model Reads Thousands of Studies, Nails Battery Science Better Than Expected | HackerNoonDarwin outperforms LLaMA and LLaMA2 in NER and RE tasks for materials science.
fromHackernoon1 year agoPrivacy technologiesHow Text Span Analysis Enhances Data Privacy | HackerNoonIncorporating text context improves predictions for high privacy risk spans in NLP data.
fromHackernoon1 year agoPrivacy technologiesLLM Probabilities, Training Size, and Perturbation Thresholds in Entity Recognition | HackerNoonThe article explores the intersection of natural language processing and privacy, emphasizing Differential Privacy as a method to protect data.The research identifies key indicators for evaluating privacy risks in NLP applications.
fromHackernoon1 year agoPrivacy technologiesPerformance Analysis of the Privacy-Centric NER Model | HackerNoonA privacy-oriented entity recognizer enhances the safety of sensitive data in NLP applications, balancing privacy preservation with data utility.
Privacy technologiesfromHackernoon1 year agoImproving Privacy Risk Detection with Sequence Labelling and Web Search | HackerNoonUsing a fine-tuned language model can improve privacy risk assessment in data anonymization through effective sequence labeling.