Qiang Zhou


2020

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眼动记录与主旨结构标注的关联性分析研究(Research on the correlation between eye movement feature and thematic structure label)
Haocong Shan (单昊聪) | Qiang Zhou (周强)
Proceedings of the 19th Chinese National Conference on Computational Linguistics

给定包含主旨概括句的汉语句群,针对该句群的内部结构标注是基于语言学的分析结果,而阅读句群时的眼动轨迹则蕴含着人的心理认知,两者的信息融合和内在关联性分析是该文主要工作。该文使用基于径向基函数支持向量机和递归特征消除的分类模型,根据标点小句片段对应的眼动指标数据预测该片段是否为包含主旨内容的关键信息,达到了0.76的准确率,并通过分析关键片段上眼动数据的分布特点,提取出对句群主旨概括信息区分度较好的眼动指标。

2016

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CSE: Conceptual Sentence Embeddings based on Attention Model
Yashen Wang | Heyan Huang | Chong Feng | Qiang Zhou | Jiahui Gu | Xiong Gao
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing
Xian-Ling Mao | Yi-Jing Hao | Qiang Zhou | Wen-Qing Yuan | Liner Yang | Heyan Huang
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers

Recently, topic modeling has been widely applied in data mining due to its powerful ability. A common, major challenge in applying such topic models to other tasks is to accurately interpret the meaning of each topic. Topic labeling, as a major interpreting method, has attracted significant attention recently. However, most of previous works only focus on the effectiveness of topic labeling, and less attention has been paid to quickly creating good topic descriptors; meanwhile, it’s hard to assign labels for new emerging topics by using most of existing methods. To solve the problems above, in this paper, we propose a novel fast topic labeling framework that casts the labeling problem as a k-nearest neighbor (KNN) search problem in a probability vector set. Our experimental results show that the proposed sequential interleaving method based on locality sensitive hashing (LSH) technology is efficient in boosting the comparison speed among probability distributions, and the proposed framework can generate meaningful labels to interpret topics, including new emerging topics.

2015

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Distant Supervision for Entity Linking
Miao Fan | Qiang Zhou | Thomas Fang Zheng
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation

2014

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Evaluation Reportof the fourth Chinese Parsing Evaluation: CIPS-SIGHAN-ParsEval-2014
Qiang Zhou
Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing

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Transition-based Knowledge Graph Embedding with Relational Mapping Properties
Miao Fan | Qiang Zhou | Emily Chang | Thomas Fang Zheng
Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing

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Distant Supervision for Relation Extraction with Matrix Completion
Miao Fan | Deli Zhao | Qiang Zhou | Zhiyuan Liu | Thomas Fang Zheng | Edward Y. Chang
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

2012

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Bringing the Associative Ability to Social Tag Recommendation
Miao Fan | Yingnan Xiao | Qiang Zhou
Workshop Proceedings of TextGraphs-7: Graph-based Methods for Natural Language Processing

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Evaluation Reportof the third Chinese Parsing Evaluation: CIPS-SIGHAN-ParsEval-2012
Qiang Zhou
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing

2010

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SemEval-2010 Task 11: Event Detection in Chinese News Sentences
Qiang Zhou
Proceedings of the 5th International Workshop on Semantic Evaluation

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Automatic Identification of Chinese Event Descriptive Clause
Liou Chen | Qiang Zhou
CIPS-SIGHAN Joint Conference on Chinese Language Processing

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Chinese Syntactic Parsing Evaluation
Qiang Zhou | Jingbo Zhu
CIPS-SIGHAN Joint Conference on Chinese Language Processing

2008

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Automatic Rule Acquisition for Chinese Intra-chunk Relations
Qiang Zhou
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II

2006

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A SVM-Based Model for Chinese Functional Chunk Parsing
Yingze Zhao | Qiang Zhou
Proceedings of the Fifth SIGHAN Workshop on Chinese Language Processing

2002

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Annotating the functional chunks in Chinese sentences
Qiang Zhou | Elliott Franco Drabek | Fuji Ren
Proceedings of the Third International Conference on Language Resources and Evaluation (LREC’02)

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情境——組織/存放辭彙語義知識的恰當框架 (Situation – A Suitable Framework for Organizing and Positioning Lexical Semantic Knowledge) [In Chinese]
Zusun Chen | Qiang Zhou | Qiang Zhao
International Journal of Computational Linguistics & Chinese Language Processing, Volume 7, Number 2, August 2002: Special Issue on Computational Chinese Lexical Semantics

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Chinese Base-Phrases Chunking
Yuqi Zhang | Qiang Zhou
COLING-02: The First SIGHAN Workshop on Chinese Language Processing

2000

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Local context templates for Chinese constituent boundary prediction
Qiang Zhou
COLING 2000 Volume 2: The 18th International Conference on Computational Linguistics

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Hua Yu: A Word-segmented and Part-Of-Speech Tagged Chinese Corpus
Maosong Sun | Honglin Sun | Changning Huang | Pu Zhang | Hongbing Xing | Qiang Zhou
Proceedings of the Second International Conference on Language Resources and Evaluation (LREC’00)

1997

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A Statistics-Based Chinese Parser
Qiang Zhou
Fifth Workshop on Very Large Corpora

1994

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Blending Segmentation With Tagging in Chinese Language Corpus Processing
Qiang Zhou | Shiwen Yu
COLING 1994 Volume 2: The 15th International Conference on Computational Linguistics