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05/24/2023
You Are What You Annotate: Towards Better Models through Annotator Representations
Annotator disagreement is ubiquitous in natural language processing (NLP...
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05/23/2023
EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms
The performance of current supervised AI systems is tightly connected to...
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05/21/2023
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models
Recent progress in large language models has enabled the deployment of m...
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11/04/2022
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis
Prior work on ideology prediction has largely focused on single modaliti...
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05/01/2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks
We evaluate machine comprehension models' robustness to noise and advers...
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10/03/2019