Scholar
Xinnian Liang
Google Scholar ID: q0kbdFMAAAAJ
Bytedance Inc.
Citations & Impact
Citations
829
H-index
14
i10-index
23
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- - Enhancing Dialogue Summarization with Topic-Aware Global- and Local-Level Centrality, EACL 2023: 27-38
- - Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models, CoRR abs/2303.10893 (2023)
- - Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System, CoRR abs/2304.13343 (2023)
- - Improving Unsupervised Extractive Summarization by Jointly Modeling Facet and Redundancy, IEEE ACM Trans. Audio Speech Lang. Process. 30: 1546-1557 (2022)
- - An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks, COLING 2022: 6415-6425
- - Modeling Multi-Granularity Hierarchical Features for Relation Extraction, NAACL-HLT 2022: 5088-5098
- - Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context, EMNLP (1) 2021: 155-164
- - Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context, CoRR abs/2109.07293 (2021)
Research Experience
- - Intern at ByteDance AI Lab, 2023.03-Present
- - Intern at ByteDance Lark AI, 2022.04-2023.03
- - Intern at Tencent CSIG-SPPD, 2020.08-2022.04
Education
- Ph.D. student at Beihang University, supervised by Prof. Zhoujun Li and Dr. Shuangzhi Wu; B.S. degree from Nanjing University of Information Science & Technology.
Background
- Research interests include Large Language Models, Text Summarization, and Information Extraction. Currently focusing on research related to large language model agents and their reasoning and planning capabilities.
Miscellany
- In my spare time, I have diverse interests and enjoy activities such as football, cycling, 王者荣耀, coffee, whiskey, cocktails, and more. I welcome anyone with common interests to engage in discussions and exchange thoughts.
