Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art

被引：0

作者：

Lu, Jing ^{[1
]}

Ng, Vincent ^{[1
]}

机构：

[1] Univ Texas Dallas, Human Language Technol Res Inst, Richardson, TX 75083 USA

来源：

PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP) | 2020年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Despite the significant progress on entity coreference resolution observed in recent years, there is a general lack of understanding of what has been improved. We present an empirical analysis of state-of-the-art resolvers with the goal of providing the general NLP audience with a better understanding of the state of the art and coreference researchers with directions for future research.

引用

页码：6620 / 6631

页数：12

共 50 条

[31] Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking
Kundu, Gourab
Sil, Avirup
Florian, Radu
Hamza, Wael
PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2, 2018, : 395 - 400
[32] Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research
Ng, Vincent
THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 4877 - 4884
[33] Making sense in art lessons
Radford, M
JOURNAL OF ART & DESIGN EDUCATION, 2000, 19 (03): : 280 - 287
[34] Making Sense of Greek Art
Meyer, Caspar
JOURNAL OF HELLENIC STUDIES, 2014, 134 : 259 - 260
[35] Making Sense of 'Popular Art'
Davies, David
CROATIAN JOURNAL OF PHILOSOPHY, 2019, 19 (56) : 193 - 215
[36] An unsupervised approach based on ART network for coreference resolution of Chinese
Li, Shiqi
Zhao, Tiejun
Chen, Chen
Liu, Pengyuan
Gaojishu Tongxin/Chinese High Technology Letters, 2009, 19 (09): : 926 - 932
[37] Making Sensors, Making Sense, Making Stimuli: The State of the Art in Wearables Research From ISWC 2019
Dunne, Lucy E.
Ward, Jamie A.
IEEE PERVASIVE COMPUTING, 2020, 19 (01) : 87 - 91
[38] A Joint Model of Named Entity Recognition and Coreference Resolution Based on Hybrid Neural Network
Gao C.-S.
Zhang J.-F.
Li W.-P.
Zhao W.
Zhang S.-K.
Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2020, 48 (03): : 442 - 448
[39] Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules
Lee, Heeyoung
Chang, Angel
Peirsman, Yves
Chambers, Nathanael
Surdeanu, Mihai
Jurafsky, Dan
COMPUTATIONAL LINGUISTICS, 2013, 39 (04) : 885 - 916
[40] No sense making sense of state v messenger
Messenger, GG
PEDIATRICS, 1997, 99 (02) : 306 - 306

← 1 2 3 4 5 →