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09/20/2023
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation
Datasets that pair Knowledge Graphs (KG) and text together (KG-T) can be...
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07/20/2023
A novel integrated method of detection-grasping for specific object based on the box coordinate matching
To better care for the elderly and disabled, it is essential for service...
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02/19/2023
Video-Text Retrieval by Supervised Multi-Space Multi-Grained Alignment
While recent progress in video-text retrieval has been advanced by the e...
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10/06/2022
Binding Language Models in Symbolic Languages
Though end-to-end neural approaches have recently been dominating NLP ta...
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03/21/2022
Better Language Model with Hypernym Class Prediction
Class-based language models (LMs) have been long devised to address cont...
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09/29/2021
Hierarchical Character Tagger for Short Text Spelling Error Correction
State-of-the-art approaches to spelling error correction problem include...
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08/19/2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
We present Mr. TyDi, a multi-lingual benchmark dataset for mono-lingual ...
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06/17/2021
End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task
In this work, we focus on two crucial components in the cross-domain tex...
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12/18/2020
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
Most recently, there has been significant interest in learning contextua...
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04/30/2020
SegaBERT: Pre-training of Segment-aware BERT for Language Understanding
Pre-trained language models have achieved state-of-the-art results in va...
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04/05/2020
Semantics of the Unwritten
The semantics of a text is manifested not only by what is read, but also...
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11/08/2019
Cross-Lingual Relevance Transfer for Document Retrieval
Recent work has shown the surprising ability of multi-lingual BERT to se...
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10/15/2019
Aligning Cross-Lingual Entities with Multi-Aspect Information
Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent...
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10/13/2019
Regression for Copula-linked Compound Distributions with Applications in Modeling Aggregate Insurance Claims
In actuarial research, a task of particular interest and importance is t...
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04/10/2019
Simple BERT Models for Relation Extraction and Semantic Role Labeling
We present simple BERT-based models for relation extraction and semantic...
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04/09/2019
A new perspective from a Dirichlet model for forecasting outstanding liabilities of nonlife insurers
Forecasting the outstanding claim liabilities to set adequate reserves i...
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03/15/2019
Matching Entities Across Different Knowledge Graphs with Graph Embeddings
This paper explores the problem of matching entities across different kn...
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03/14/2019
Implementation of Frequency-Severity Association in BMS Ratemaking
A Bonus-Malus System (BMS) in insurance is a premium adjustment mechanis...
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11/02/2018
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts
This paper explores the problem of ranking short social media posts with...
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05/18/2018
Predictive Modeling of Multivariate Longitudinal Insurance Claims Using Pair Copula Construction
The bundling feature of a nonlife insurance contract often leads to mult...
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05/09/2018
Semiparametric multivariate D-vine time series model
This paper proposes a novel semiparametric multivariate D-vine time seri...
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03/08/2018
IcoRating: A Deep-Learning System for Scam ICO Identification
Cryptocurrencies (or digital tokens, digital currencies, e.g., BTC, ETH,...
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12/05/2017