Dirk Groeneveld

Publications
Influence

Construction of the Literature Graph in Semantic Scholar

Waleed Ammar, Dirk Groeneveld, +20 authors Oren Etzioni
Computer Science
NAACL-HLT
6 May 2018

We describe a deployed scalable system for organizing published scientific literature into a heterogeneous graph to facilitate algorithmic manipulation and discovery. Expand

From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project

P. Clark, Oren Etzioni, +11 authors Michael Schmitz
Computer Science
AI Mag.
4 September 2019

This paper reports unprecedented success on the Grade 8 New York Regents Science Exam, where for the first time a system scores more than 90% on the exam's multiple choice (NDMC) questions. Expand

IKE - An Interactive Tool for Knowledge Extraction

Bhavana Dalvi, Sumithra Bhakthavatsalam, +4 authors Dirk Groeneveld
Computer Science
AKBC@NAACL-HLT
1 June 2016

We present IKE, a new extraction tool that performs fast, interactive bootstrapping to develop high-quality extraction patterns for targeted relations. Expand

A Simple Yet Strong Pipeline for HotpotQA

Dirk Groeneveld, Tushar Khot, Mausam, Ashish Sabharwal
Computer Science
EMNLP
14 April 2020

We show that a simple model, QUARK (see Fig. 1), that first identifies relevant sentences from each paragraph independent of other paragraphs, is surprisingly powerful on this task. Expand

Documenting the English Colossal Clean Crawled Corpus

Jesse Dodge, Maarten Sap, +4 authors Matt Gardner
Computer Science
18 April 2021

As language models are trained on ever more text, researchers are turning to some of the largest corpora available. Unlike most other types of datasets in NLP, large unlabeled text corpora are often… Expand

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