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06/09/2023
Trapping LLM Hallucinations Using Tagged Context Prompts
Recent advances in large language models (LLMs), such as ChatGPT, have l...
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01/12/2023
The Keyword Explorer Suite: A Toolkit for Understanding Online Populations
We have developed a set of Python applications that use large language m...
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09/15/2022
Fair Inference for Discrete Latent Variable Models
It is now well understood that machine learning models, trained on data ...
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04/15/2022
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models
Text analysis of social media for sentiment, topic analysis, and other a...
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05/17/2021
Learning User Embeddings from Temporal Social Media Data: A Survey
User-generated data on social media contain rich information about who w...
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04/20/2021
Analyzing COVID-19 Tweets with Transformer-based Language Models
This paper describes a method for using Transformer-based Language Model...
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10/14/2020
Equitable Allocation of Healthcare Resources with Fair Cox Models
Healthcare programs such as Medicaid provide crucial services to vulnera...
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09/10/2019
Neural Embedding Allocation: Distributed Representations of Topic Models
Word embedding models such as the skip-gram learn vector representations...
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05/08/2015