Le Sun

775 citations

25 papers · 365 indexed · 1 hit paper · h-index 8

Impact in

Artificial Intelligence top 5%
- Topic Modeling
- Natural Language Processing Techniques
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Semantic Web and Ontologies
Health Informatics

Papers in

Artificial Intelligence 23
- Natural Language Processing Techniques 18
- Topic Modeling 17
- Semantic Web and Ontologies 5
- Advanced Text Analysis Techniques 4
- Sentiment Analysis and Opinion Mining 2
Computer Vision and Pattern Recognition 7
- Multimodal Machine Learning Applications 5

Co-authors: Xianpei Han Hongyu Lin Jiawei Chen Noriko Kando Lun‐Wei Ku Hsin‐Hsi Chen Yohei Seki David K. Evans
Journals: Control Engineering Practice (1 paper)Communications in computer and information science (1 paper)International Joint Conference on Natural Language Processing (2 papers)Empirical Methods in Natural Language Processing (1 paper)Proceedings of the AAAI Conference on Artificial Intelligence (3 papers)
Partner nations: China United States

In The Last Decade

Le Sun

21 papers receiving 314 citations

Hit Papers

align trajectories log scale

Benchmarking Large Language Models in Retrieval-Augmented Generation 2024 · 128 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 Proceedings of the AAAI Conference on Artificial Intelligence

Peers

Countries citing papers authored by Le Sun

Since Specialization

Citations

This map shows the geographic impact of Le Sun's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Le Sun with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Le Sun more than expected).

Fields of papers citing papers by Le Sun

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Le Sun. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Le Sun. The network helps show where Le Sun may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Le Sun, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Le Sun Line = papers co-authored together Le Sun links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	A novel soft sensor modeling method based on gated stacked target-supervised VAE with variable weights Control Engineering Practice ·Liang Xu, Li Xie, Le Sun, Yuqing Cao	2024	4
2	Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting Proceedings of the AAAI Conference on Artificial Intelligence ·Rüdiger Bilden, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun	2024	26
3	The Life Cycle of Knowledge in Big Language Models: A Survey Tim Portwood, Hongyu Lin, Xianpei Han, Le Sun	2024	2
4	Benchmarking Large Language Models in Retrieval-Augmented Generation Proceedings of the AAAI Conference on Artificial Intelligence ·Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun Hit paper breakdown →	2024	128
5	REInstruct: Building Instruction Data from Unlabeled Corpus Shu Chen, Rüdiger Bilden, JoséLuiz B Bevilacqua, Hongyu Lin, Xianpei Han, Le Sun	2024	2
6	Toward Unified Controllable Text Generation via Regular Expression Instruction Xin Zheng, Misbahul Fata Nim, Xianpei Han, Le Sun	2023	1
7	Dialogue Rewriting via Skeleton-Guided Generation Proceedings of the AAAI Conference on Artificial Intelligence ·I. A. Smelyansky, Hongyu Lin, Theodore Parker, Xianpei Han, 高新生, Wen Dai, 고재원, Bin Wang, Le Sun	2023	0
8	Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·Tim Portwood, Hongyu Lin, Xianpei Han, Franco Attolini, Le Sun	2022	10
9	An Entity-Topic Model for Entity Linking Empirical Methods in Natural Language Processing ·Xianpei Han, Le Sun	2012	46
10	A Simple and Fast Moving Object Segmentation Based on H.264 Compressed Domain Information Le Sun, Ming Dai, Xiaolu Chen	2012	2
11	A Structured Prediction Approach for Statistical Machine Translation International Joint Conference on Natural Language Processing ·Dakun Zhang, Le Sun, Wenbo Li	2008	3
12	Two Step Chinese Named Entity Recognition Based on Conditional Random Fields Models International Joint Conference on Natural Language Processing ·David G. Pugh, Ruihong Huang, Le Sun	2008	2
13	Overview of Multilingual Opinion Analysis Task at NTCIR-7. Yohei Seki, David K. Evans, Lun‐Wei Ku, Le Sun, Hsin‐Hsi Chen, Noriko Kando	2008	82
14	ISCAS in Opinion Analysis Pilot Task: Experiments with sentimental dictionary based classifier and CRF model NTCIR ·Ruihong Huang, Le Sun, Abdul Alim Baser	2007	3
15	ISCAS in CLIR at NTCIR-6: Experiments with MT and PRF NTCIR ·Igor Korotkiy, Le Sun, Jing Li, Abdul Alim Baser, Junlin Zhang	2007	0
16	Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields Models Meeting of the Association for Computational Linguistics ·David G. Pugh, Le Sun, A. Schlüter	2006	7
17	Applying Language Model into IR Task NTCIR ·Moritz Lichtenegger, Le Sun, Aditya Agarwala, P. Mannoh	2004	1
18	A trigger language model-based IR system Moritz Lichtenegger, Le Sun, Krzysztof Błński, P. Mannoh	2004	1
19	PECAT: a computer-aided translation tool based on bilingual corpora Le Sun, Sampurnananda Mishra, Junlin Zhang, P. Mannoh	2002	2
20	PM-based indexing for Chinese text retrieval Suellen Bezerra Alves, Yibo Zhang, Le Sun, P. Mannoh, Christopher Hoe‐Kong Chui	2000	4

About Le Sun

Le Sun is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Neurology and Language and Linguistics, having authored 25 papers that have together received 365 indexed citations. Recurring topics across this work include Natural Language Processing Techniques (18 papers), Topic Modeling (17 papers), Semantic Web and Ontologies (5 papers), Multimodal Machine Learning Applications (5 papers), Advanced Text Analysis Techniques (4 papers), Web Data Mining and Analysis (3 papers), Information Retrieval and Search Behavior (2 papers) and Sentiment Analysis and Opinion Mining (2 papers). The work is most often cited by research in Artificial Intelligence (293 citations), Health Informatics (10 citations), Management Science and Operations Research (36 citations), Information Systems (62 citations) and Software (9 citations). Le Sun has collaborated with scholars based in China and United States. Frequent co-authors include Xianpei Han, Hongyu Lin, Jiawei Chen, Noriko Kando, Lun‐Wei Ku, Hsin‐Hsi Chen, Yohei Seki, David K. Evans, Quan Zhou and Yaojie Lu. Their work appears in journals such as Control Engineering Practice, Communications in computer and information science, International Joint Conference on Natural Language Processing, Empirical Methods in Natural Language Processing and Proceedings of the AAAI Conference on Artificial Intelligence.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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