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09/12/2023
Widely Interpretable Semantic Representation: Frameless Meaning Representation for Broader Applicability
This paper presents a novel semantic representation, WISeR, that overcom...
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02/05/2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing
Sequence-to-Sequence (S2S) models have achieved remarkable success on va...
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10/31/2021
An Approach to Inference-Driven Dialogue Management within a Social Chatbot
We present a chatbot implementing a novel dialogue management approach b...
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09/14/2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders
Multi-task learning with transformer encoders (MTL) has emerged as a pow...
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09/08/2021
ELIT: Emory Language and Information Toolkit
We introduce ELIT, the Emory Language and Information Toolkit, which is ...
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07/09/2021
Levi Graph AMR Parser using Heterogeneous Attention
Coupled with biaffine decoders, transformers have been effectively adapt...
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08/06/2020
Handwritten Character Recognition from Wearable Passive RFID
In this paper we study the recognition of handwritten characters from da...
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05/26/2020
Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean
In this paper, we first open on important issues regarding the Penn Kore...
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11/02/2019
Ten-year Survival Prediction for Breast Cancer Patients
This report assesses different machine learning approaches to 10-year su...
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08/14/2019