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Caitlin Westerfield

dblp:220/3149 · DBLP profile ↗
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2ranked-venue papers
0as first author
0since 2021 · last 2019
0000-0002-1505-6141ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
2 papers
Information retrieval · 54% Recommender systems · 46%
Artificial intelligence
2 papers
Information extraction and text analysis · 74% Representation and self-supervised learning · 26%

Topics — the 3 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information retrieval
cross-language information retrieval		 0.412019
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations · ACL (1) 2019
Recommender systems
resource recommendation		 0.312018
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation · ACL (1) 2018
Machine learning › Representation and self-supervised learning › word representation › word embedding
bilingual word embedding		 0.112019
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations · ACL (1) 2019

Methods — techniques the papers use, named apart from their topics

deep bilingual representations · 0.8reranking · 0.4re-ranking · 0.4
YearPublicationVenuePosition
2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations
abstract
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Fabbri, William Hu, Neha Verma, Dragomir Radev. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. 2019.
Rui Zhang 0037, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, William Hu, Neha Verma 0001, Dragomir R. Radev
 ACL (1)2
2018 TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation
abstract
Alexander Fabbri, Irene Li, Prawat Trairatvorakul, Yijiao He, Weitai Ting, Robert Tung, Caitlin Westerfield, Dragomir Radev. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2018.
Alexander R. Fabbri, Irene Li, Prawat Trairatvorakul, Yijiao He, Wei Tai Ting, Robert Tung, Caitlin Westerfield, Dragomir R. Radev
 ACL (1)7