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06/21/2023
Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference
We view large language models (LLMs) as stochastic language layers in a ...
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06/01/2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap
The recent development of generative and large language models (LLMs) po...
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05/24/2023
Evaluating NLG Evaluation Metrics: A Measurement Theory Perspective
We address the fundamental challenge in Natural Language Generation (NLG...
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05/24/2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
In this work we examine the ability of language models to generate expli...
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04/17/2023
Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding
Qualitative analysis of textual contents unpacks rich and valuable infor...
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02/02/2023
Inform the uninformed: Improving Online Informed Consent Reading with an AI-Powered Chatbot
Informed consent is a core cornerstone of ethics in human subject resear...
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01/25/2023
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access
During a public health crisis like the COVID-19 pandemic, a credible and...
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05/23/2022
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys
Conversational surveys, where an agent asks open-ended questions through...
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02/05/2020
If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills
Interview chatbots engage users in a text-based conversation to draw out...
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05/25/2019