Demo Data from EDBT 2026 / reviewers in the wild / expert
Weichen Xiong
dblp:383/3417
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021
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
1 paper |
Efficient and distributed learning · 56% Language models and text generation · 44% |
Topics — the 2 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation › large language model training
language model pretraining |
0.8 | 1 | 2024 | SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training · ACL (1) 2024 |
Machine learning › Efficient and distributed learning
data reweighting |
0.2 | 1 | 2024 | SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training · ACL (1) 2024 |
Methods — techniques the papers use, named apart from their topics
data reweighting · 0.8data deduplication · 0.8
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-trainingabstractNan He, Weichen Xiong, Hanwen Liu, Yi Liao, Lei Ding, Kai Zhang, Guohua Tang, Xiao Han, Yang Wei. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024. Weichen Xiong, Guohua Tang, Xiao Han 0011 |
ACL (1) | 2 |