Demo Data from EDBT 2026 / reviewers in the wild / expert
Bolun Yao
dblp:290/2002
· DBLP profile ↗
4ranked-venue papers
1as first author
4since 2021 · last 2022
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 4 · 1 first-author · 4 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
3 papers |
Question answering and dialogue systems · 38% Representation and self-supervised learning · 38% Language models and text generation · 19% | |
| Databases, data mining, and information retrieval
1 paper |
Information retrieval · 100% | |
| Software engineering, system software, and programming languages
1 paper |
Software maintenance and evolution · 100% |
Topics — the 7 heaviest of 8, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Representation and self-supervised learning
contrastive learning |
0.6 | 1 | 2022 | CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search · EMNLP 2022 |
Machine learning › Representation and self-supervised learning › pre-training › unsupervised pre-training
contrastive pre-training |
0.6 | 1 | 2022 | CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search · EMNLP 2022 |
Natural language and speech › Question answering and dialogue systems
dialogue generation |
0.6 | 1 | 2022 | DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation · ACL (1) 2022 |
Natural language and speech › Question answering and dialogue systems › dialogue generation
dialogue response generation |
0.6 | 1 | 2022 | DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation · ACL (1) 2022 |
Natural language and speech › Language models and text generation
pre-trained language model |
0.6 | 1 | 2022 | DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation · ACL (1) 2022 |
Information retrieval › query reformulation
query expansion |
0.6 | 1 | 2022 | Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations · ACL (1) 2022 |
Software maintenance and evolution
code search |
0.6 | 1 | 2022 | CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search · EMNLP 2022 |
Methods — techniques the papers use, named apart from their topics
knowledge distillation · 1.1fine-to-coarse distillation · 1.1contrastive pre-training · 1.1pre-training · 0.6latent variable model · 0.6
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response GenerationabstractWei Chen, Yeyun Gong, Song Wang, Bolun Yao, Weizhen Qi, Zhongyu Wei, Xiaowu Hu, Bartuer Zhou, Yi Mao, Weizhu Chen, Biao Cheng, Nan Duan. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022. Wei Chen 0088, Yeyun Gong, Song Wang 0012, Bolun Yao, Weizhen Qi, Zhongyu Wei, Xiaowu Hu, Bartuer Zhou, Weizhu Chen, Biao Cheng, Nan Duan 0001 |
ACL (1) | 4 |
| 2022 | Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain ConversationsabstractWei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang, Nan Duan. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022. Wei Chen 0088, Yeyun Gong, Can Xu 0002, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang, Nan Duan 0001 |
ACL (1) | 5 |
| 2022 | CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code SearchabstractXiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022. Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang 0029, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan 0001 |
EMNLP | 6 |
| 2021 | Question Generation from Code Snippets and Programming Error Messages
Bolun Yao, Wei Chen 0088, Yeyun Gong, Bartuer Zhou, Zhongyu Wei, Biao Cheng, Nan Duan 0001 |
NLPCC (1) | 1 |