Xiaoming Li


2017

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A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC
Zhuoxuan Jiang | Shanshan Feng | Gao Cong | Chunyan Miao | Xiaoming Li
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Recent years have witnessed the proliferation of Massive Open Online Courses (MOOCs). With massive learners being offered MOOCs, there is a demand that the forum contents within MOOCs need to be classified in order to facilitate both learners and instructors. Therefore we investigate a significant application, which is to associate forum threads to subtitles of video clips. This task can be regarded as a document ranking problem, and the key is how to learn a distinguishable text representation from word sequences and learners’ behavior sequences. In this paper, we propose a novel cascade model, which can capture both the latent semantics and latent similarity by modeling MOOC data. Experimental results on two real-world datasets demonstrate that our textual representation outperforms state-of-the-art unsupervised counterparts for the application.

2016

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Neural Generative Question Answering
Jun Yin | Xin Jiang | Zhengdong Lu | Lifeng Shang | Hang Li | Xiaoming Li
Proceedings of the Workshop on Human-Computer Question Answering

2015

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User Based Aggregation for Biterm Topic Model
Weizheng Chen | Jinpeng Wang | Yan Zhang | Hongfei Yan | Xiaoming Li
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

2014

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Group based Self Training for E-Commerce Product Record Linkage
Xin Zhao | Yuexin Wu | Hongfei Yan | Xiaoming Li
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers

2013

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Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval
Rui Yan | Han Jiang | Mirella Lapata | Shou-De Lin | Xueqiang Lv | Xiaoming Li
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs
Jinpeng Wang | Wayne Xin Zhao | Haitian Wei | Hongfei Yan | Xiaoming Li
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing

2012

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Tweet Recommendation with Graph Co-Ranking
Rui Yan | Mirella Lapata | Xiaoming Li
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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A Novel Burst-based Text Representation Model for Scalable Event Detection
Xin Zhao | Rishan Chen | Kai Fan | Hongfei Yan | Xiaoming Li
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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SSHLDA: A Semi-Supervised Hierarchical Topic Model
Xian-Ling Mao | Zhao-Yan Ming | Tat-Seng Chua | Si Li | Hongfei Yan | Xiaoming Li
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

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Identifying Event-related Bursts via Social Media Activities
Xin Zhao | Baihan Shu | Jing Jiang | Yang Song | Hongfei Yan | Xiaoming Li
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

2011

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Timeline Generation through Evolutionary Trans-Temporal Summarization
Rui Yan | Liang Kong | Congrui Huang | Xiaojun Wan | Xiaoming Li | Yan Zhang
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

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Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization
Rui Yan | Jian-Yun Nie | Xiaoming Li
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

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Topical Keyphrase Extraction from Twitter
Xin Zhao | Jing Jiang | Jing He | Yang Song | Palakorn Achanauparp | Ee-Peng Lim | Xiaoming Li
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

2010

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Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid
Xin Zhao | Jing Jiang | Hongfei Yan | Xiaoming Li
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing