Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page
Demo Data from SIGIR 2026 / reviewers in the wild / expert

Jiacheng Liu 0004

dblp:202/3902-4 · DBLP profile ↗
← Back
2ranked-venue papers
1as first author
0since 2021 · last 2019
—ORCID · conflict

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

Artificial intelligence and machine learning · 2 · 1 first-author

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.

Artificial intelligence
2 papers
Trustworthy machine learning · 50% Vision and language · 25% Information extraction and text analysis · 25%

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

TopicWeightPapersLastEvidence papers
Natural language and speech › Information extraction and text analysis
named entity recognition		 0.412019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations · EMNLP/IJCNLP (1) 2019
Machine learning › Trustworthy machine learning › learning from noisy data
noisy annotation		 0.412019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations · EMNLP/IJCNLP (1) 2019
Computer vision › Vision and language › visual grounding
phrase grounding		 0.412019
Phrase Grounding by Soft-Label Chain Conditional Random Field · EMNLP/IJCNLP (1) 2019
Machine learning › Trustworthy machine learning
robustness		 0.412019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations · EMNLP/IJCNLP (1) 2019

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

soft labeling · 0.4reweighting · 0.4conditional random field · 0.4annotation error detection · 0.4
YearPublicationVenuePosition
2019 Phrase Grounding by Soft-Label Chain Conditional Random Field
abstract
Jiacheng Liu, Julia Hockenmaier. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.
Jiacheng Liu 0004, Julia Hockenmaier
 EMNLP/IJCNLP (1)1
2019 CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
abstract
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.
Zihan Wang 0001, Jingbo Shang, Lihao Lu, Jiacheng Liu 0004, Jiawei Han 0001
 EMNLP/IJCNLP (1)5