Semantic Document Representation is a document representation that, as a genus, captures the meaning-based features of textual content beyond surface-level syntax, and, through its differentia, explicitly models higher-level linguistic semantics such as concepts, relationships, and contextual nuances to facilitate tasks requiring deep understanding of document-level meaning.
159
Publications
10.1K
Citations
535
Authors
195
Institutions
Publications per year
2017–2026
49
Parents
Publications
159
Exploring Topic Coherence over Many Models and Many Topics
Keith Stevens, Philip Kegelmeyer, David Andrzejewski et al. · 2012 · 443 citations
Construction of the Literature Graph in Semantic Scholar
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al. · 2018 · 325 citations · Full text
1–5 of 159
Authors
535
- MG
4
h-index
- DR
3
h-index
- JD
3
h-index
- AM
3
h-index
- FR
3
h-index
1–5 of 535
Institutions
195
Chinese Academy of Sciences
Beijing, China
4 h-index
8 publications
159 citations
University of Macau
Macao, Macao
4 h-index
9 publications
121 citations
University of Illinois Urbana-Champaign
Urbana, United States
4 h-index
15 publications
183 citations
Macquarie University
Sydney, Australia
3 h-index
5 publications
150 citations
Peking University
Beijing, China
3 h-index
7 publications
125 citations
University of Zurich
Zurich, Switzerland
3 h-index
9 publications
348 citations
Rutgers, The State University of New Jersey
New Brunswick, United States
3 h-index
3 publications
86 citations
University of Naples Federico II
Naples, Italy
3 h-index
7 publications
144 citations
1–8 of 195
Venues
- arXiv (Cornell University)
Repository · 5 publications · 173 citations
5
h-index
- Data & Knowledge Engineering
DKE · 3 publications · 83 citations
3
h-index
- IEEE Transactions on Fuzzy Systems
TFS · 3 publications · 345 citations
3
h-index
- Information Processing & Management
3 publications · 104 citations
3
h-index
- Knowledge-Based Systems
3 publications · 135 citations
3
h-index
1–5