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08/08/2023
Gentopia: A Collaborative Platform for Tool-Augmented LLMs
Augmented Language Models (ALMs) empower large language models with the ...
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05/19/2023
MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup
Current disfluency detection models focus on individual utterances each ...
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05/16/2023
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing
While various AI explanation (XAI) methods have been proposed to interpr...
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04/03/2023
Understanding Individual and Team-based Human Factors in Detecting Deepfake Texts
In recent years, Natural Language Generation (NLG) techniques in AI (e.g...
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03/11/2023
Parachute: Evaluating Interactive Human-LM Co-writing Systems
A surge of advances in language models (LMs) has led to significant inte...
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03/01/2023
SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks
Prompt tuning is a technology that tunes a small set of parameters to st...
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02/14/2023
ScatterShot: Interactive In-context Example Curation for Text Transformation
The in-context learning capabilities of LLMs like GPT-3 allow annotators...
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12/07/2022
Too Slow to Be Useful? On Incorporating Humans in the Loop of Smart Speakers
Real-time crowd-powered systems, such as Chorus/Evorus, VizWiz, and Appa...
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03/16/2022
Are Shortest Rationales the Best Explanations for Human Understanding?
Existing self-explaining models typically favor extracting the shortest ...
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02/23/2022
Improving fairness in speaker verification via Group-adapted Fusion Network
Modern speaker verification models use deep neural networks to encode ut...
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08/29/2021
A class of ENO schemes with adaptive order for solving hyperbolic conservation laws
We propose a class of essentially non-oscillatory schemes with adaptive ...
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05/21/2021
A rotated characteristic decomposition technique for high-order reconstructions in multi-dimensions
When constructing high-order schemes for solving hyperbolic conservation...
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04/09/2021
A class of high-order weighted compact central schemes for solving hyperbolic conservation laws
We propose a class of weighted compact central (WCC) schemes for solving...
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03/27/2021
Explaining the Road Not Taken
It is unclear if existing interpretations of deep neural network models ...
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03/23/2021
An alternative reconstruction for WENO schemes with adaptive order
We propose an alternative reconstruction for weighted essentially non-os...
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08/26/2020
How Useful Are the Machine-Generated Interpretations to General Users? A Human Evaluation on Guessing the Incorrectly Predicted Labels
Explaining to users why automated systems make certain mistakes is impor...
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12/03/2018