Peng Shi | DeepAI

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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...

0 Ali Mousavi, et al. ∙

∙ 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...

0 Zongmin Liu, et al. ∙

∙ 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...

0 Yimu Wang, et al. ∙

∙ 10/06/2022

Binding Language Models in Symbolic Languages

Though end-to-end neural approaches have recently been dominating NLP ta...

2 Zhoujun Cheng, et al. ∙

∙ 03/21/2022

Better Language Model with Hypernym Class Prediction

Class-based language models (LMs) have been long devised to address cont...

10 He Bai, et al. ∙

∙ 09/29/2021

Hierarchical Character Tagger for Short Text Spelling Error Correction

State-of-the-art approaches to spelling error correction problem include...

0 Mengyi Gao, et al. ∙

∙ 08/19/2021

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval

We present Mr. TyDi, a multi-lingual benchmark dataset for mono-lingual ...

0 Xinyu Zhang, et al. ∙

∙ 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...

0 Peng Shi, et al. ∙

∙ 12/18/2020

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

Most recently, there has been significant interest in learning contextua...

10 Peng Shi, et al. ∙

∙ 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...

0 He Bai, et al. ∙

∙ 04/05/2020

Semantics of the Unwritten

The semantics of a text is manifested not only by what is read, but also...

0 He Bai, et al. ∙

∙ 11/08/2019

Cross-Lingual Relevance Transfer for Document Retrieval

Recent work has shown the surprising ability of multi-lingual BERT to se...

0 Peng Shi, et al. ∙

∙ 10/15/2019

Aligning Cross-Lingual Entities with Multi-Aspect Information

Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent...

0 Hsiu-Wei Yang, et al. ∙

∙ 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...

0 Peng Shi, et al. ∙

∙ 04/10/2019

Simple BERT Models for Relation Extraction and Semantic Role Labeling

We present simple BERT-based models for relation extraction and semantic...

0 Peng Shi, et al. ∙

∙ 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...

0 Karthik Sriram, et al. ∙

∙ 03/15/2019

Matching Entities Across Different Knowledge Graphs with Graph Embeddings

This paper explores the problem of matching entities across different kn...

0 Michael Azmy, et al. ∙

∙ 03/14/2019

Implementation of Frequency-Severity Association in BMS Ratemaking

A Bonus-Malus System (BMS) in insurance is a premium adjustment mechanis...

0 Rosy Oh, et al. ∙

∙ 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...

0 Peng Shi, et al. ∙

∙ 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...

0 Peng Shi, et al. ∙

∙ 05/09/2018

Semiparametric multivariate D-vine time series model

This paper proposes a novel semiparametric multivariate D-vine time seri...

0 Zifeng Zhao, et al. ∙

∙ 03/08/2018

IcoRating: A Deep-Learning System for Scam ICO Identification

Cryptocurrencies (or digital tokens, digital currencies, e.g., BTC, ETH,...

0 Shuqing Bian, et al. ∙

∙ 12/05/2017

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks

We examine the problem of question answering over knowledge graphs, focu...

0 Salman Mohammed, et al. ∙

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