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08/01/2021
Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information
Commonly-used transformer language models depend on a tokenization schem...
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10/30/2020
LIFI: Towards Linguistically Informed Frame Interpolation
In this work, we explore a new problem of frame interpolation for speech...
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09/24/2020
Best Practices for Managing Data Annotation Projects
Annotation is the labeling of data by human effort. Annotation is critic...
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10/19/2019
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings
In this paper, we formulate keyphrase extraction from scholarly articles...
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06/07/2019
Modeling financial analysts' decision making via the pragmatics and semantics of earnings calls
Every fiscal quarter, companies hold earnings calls in which company exe...
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05/10/2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
Visual speech recognition (VSR) is the task of recognizing spoken langua...
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09/11/2018
Visual Attention Model for Cross-sectional Stock Return Prediction and End-to-End Multimodal Market Representation Learning
Technical and fundamental analysis are traditional tools used to analyze...
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06/26/2015