ACL2019 | Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension

Posted on 2019-07-29 | Post modified: 2019-11-06 | In Paper-Note

Words count in article: 1.6k | Reading time ≈ 6

Title: Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading ComprehensionAuthor: An Yang et al.Org.: MOE(PKU), Baid ...

ACL2019 | Explicit Utilization of General Knowledge in Machine Reading Comprehension

Posted on 2019-07-17 | Post modified: 2019-11-11 | In Paper-Note

Words count in article: 999 | Reading time ≈ 4

Title: Explicit Utilization of General Knowledge in Machine Reading ComprehensionAuthor: Chao Wang, Hui JiangOrg.: York UniversityPublished: ACL,2019 ...

ACL2019 | Explain Yourself! Leveraging Language Models for Commonsense Reasoning

Posted on 2019-07-10 | Post modified: 2019-08-18 | In Paper-Note

Words count in article: 1.1k | Reading time ≈ 5

Title: Explain Yourself! Leveraging Language Models for Commonsense ReasoningAuthors: Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Soc ...

EMNLP2018 | Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

Posted on 2019-07-08 | Post modified: 2020-01-02 | In Paper-Note

Words count in article: 647 | Reading time ≈ 2

Title: Open Domain Question Answering Using Early Fusion of Knowledge Bases and TextAuthors: Haitian Sun, Bhuwan Dhingra et al.Org.: CMUPublished: EM ...

2019 | Incorporating Sememes into Chinese Definition Modeling

Posted on 2019-07-08 | Post modified: 2019-08-18 | In Paper-Note

Words count in article: 376 | Reading time ≈ 1

Incorporating Sememes into Chinese Definition Modeling2019Linear Yang et al. MotivationChinese Definition Modeling(CDM) 任务：为给定的中文词产生词典式的中文定义 This wo ...

AAAI2019 | Improving Question Answering by Commonsense-Based Pre-Training

Posted on 2019-07-06 | Post modified: 2019-08-18 | In Paper-Note

Words count in article: 816 | Reading time ≈ 3

AAAI,2019中山大学，微软亚研 Motivation 现有的神经网络模型不能很好的回答常识问题是由于缺乏concepts之间的常识联系回答有些问题需要模型有能力在常识知识上进行推理回答这类的问题既需要词本身的知识又需要世界知识 This Work 利用外部常识知识（ConceptNe ...

Cognition - Primary Research

Posted on 2019-06-11 | Post modified: 2020-06-24 | In MRC-Research

Words count in article: 3 | Reading time ≈ 1

To Be Update

Recent Advances on Multi-Hop RC - WikiHop

Posted on 2019-06-06 | Post modified: 2019-09-11 | In MRC-Paper-Intro

Words count in article: 1.5k | Reading time ≈ 9

WikiHop in QAngaroo benchmark is a dataset for Multi-hop Reading Comprehension Across Documents.Style: Multiple-Choice Reference papers on WikiHop tas ...

Recent Advances on Multi-Hop RC - HotpotQA

Posted on 2019-05-30 | Post modified: 2019-08-18 | In MRC-Paper-Intro

Words count in article: 1.1k | Reading time ≈ 6

HotpotQA is a dataset for Diverse, Explainable Multi-hop Question Answering.Style: Extractive-based HotpotQA has 4 features, which can also be seen as ...

Commonsense Reasoning for Natural Language Understanding - A Survey of Benchmarks, Resources, and Approachs

Posted on 2019-04-18 | Post modified: 2019-11-11 | In MRC-Research

Words count in article: 2.4k | Reading time ≈ 12

Authors: Shane Storks, Qianzi Gao, Joyce Y. ChaiOrg.: Department of Computers Science and Engineering, Michigan State UniversityYear: 2019Paper Link: ...