BLENDEET: Cross-document Cross-lingual Event Extraction and Tracking

 


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Publications

2016

[113] Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han and Avirup Sil. 2016. Liberal Event Extraction and Event Schema Induction. Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016).

[112] Heng Ji and Joel Nothman. 2016. Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on End-to-End KBP.  Proc. Text Analysis Conference (TAC2016).

[111] Dian Yu, Xiaoman Pan, Boliang Zhang, Lifu Huang, Di Lu, Spencer Whitehead and Heng Ji. 2016. RPI_BLENDER TAC-KBP2016 System Description. Proc. Text Analysis Conference (TAC2016).

[110] Yu Hong, Tongtao Zhang, Tim O'Gorman, Sharone Horowit-Hendler, Heng Ji and Martha Palmer. 2016. Building a Cross-document Event-Event Relation Corpus. Proc. ACL2016 Workshop on Linguistic Annotation.

[109] Jesse Freitas and Heng Ji. 2016. Identifying News from Tweets. Proc. EMNLP2016 Workshop on NLP and Computational Social Science.

[108] Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji and Kevin Knight. 2016. A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016).

[107] Dian Yu and Heng Ji. 2016. Unsupervised Person Slot Filling based on Graph Mining. Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016).

[106] Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-fu Chang, Jiawei Han, William Wallace, James Hendler, Mei Si and Lance Kaplan. 2016. Cross-media Event Extraction and Recommendation. Proc. the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2016).

[105] Xiaocheng Feng, Lifu Huang, Duyu Tang, Bing Qin, Heng Ji and Ting Liu. 2016. A Language-Independent Neural Network for Event Detection. Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016).

[104] Hao Li and Heng Ji. 2016. Cross-genre Event Extraction with Knowledge Enrichment. Proc. the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2016).

2015

[103] Heng Ji, Joel Nothman, Ben Hachey and Radu Florian. 2015. Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking. Proc. Text Analysis Conference (TAC2015). paper. slides.

[102] Hao Li and Heng Ji. 2015. Knowledge Enrichment for Event Extraction from Tweets. CCICADA Technical Book. chapter.

[101] Hao Li, Lin Zhao and Heng Ji. 2015. Social Event Extraction. Social Network Analysis and Mining journal. paper.

[100] Hao Li. 2015. Knowledge Enrichment for Event Extraction. PhD Dissertation. Rensselaer Polytechnic Institute. thesis. slides.

[99] Yu Hong, Di Lu, Dian Yu, Xiaoman Pan, Xiaobin Wang, Yadong Chen, Lifu Huang and Heng Ji. 2015. RPI_BLENDER TAC-KBP2015 System Description. Proc. Text Analysis Conference (TAC2015). paper.

[98] Wen Wang, Haibo Li and Heng Ji. 2015. Name-aware Language Model Adaptation and Sparse Features for Statistical Machine Translation. Proc. 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU2015). paper.

[97] Tongtao Zhang, Hongzhi Li, Heng Ji and Shih-Fu Chang. 2015. Cross-document Event Coreference Resolution based on Cross-media Features. Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015). paper. slides. system. data.

[96] Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox and Heng Ji. 2015. Language and Domain Independent Entity Linking with Quantified Collective Validation. Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015). Best Paper Nomination. paper. slides.

[95] Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang and Heng Ji. 2015. Biography-Dependent Collaborative Entity Archiving for Slot Filling. Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015). paper. slides.

[94] Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener. 2015. Context-aware Entity Morph Decoding. Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015). paper. slides. data. system.

[93] Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang and Zhifang Sui. 2015. Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015). paper. slides. demo.

[92] Dian Yu, Yulia Tyshchuk, Heng Ji and William Wallace. 2015. Detecting Deceptive Groups Using Conversations and Network Analysis. Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015). paper. slides. data.

[92] Tao Ge, Heng Ji, Baobao Chang and Zhifang Sui. 2015. One Tense per Scene: Predicting Tense in Chinese Conversations. Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015). paper. slides. data.

[91] Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji and Anette Frank. 2015. Seed-based Event Trigger Labeling: How far can event descriptions get us? Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015). paper. seed list.

[90] Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji and Kevin Knight. 2015. Unsupervised Entity Linking with Abstract Meaning Representation. Proc. the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2015). paper. slides. AMR EL system AMR reading&visualizing tools test data doc list AMR entity type mapping table.

[89] Dian Yu, Heng Ji, Sujian Li and Chin-Yew Lin. 2015. Why Read if You can Scan: Scoping Strategy for Biographical Fact Extraction. Proc. the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2015). paper. slides. trigger lists.

[88] Hao Li, Lin Zhao and Heng Ji. 2015. Social Event Extraction: Task, Challenges and Techniques. Proc. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM2015). paper. data.

[87] Qi Li. 2015. Joint Information Extraction. PhD Dissertation. Rensselaer Polytechnic Institute. thesis. slides.

[86] Hongzhao Huang. 2015. Modeling Heterogeneous Networks for Information Ranking, Enrichment and Resolution on Microblogs. PhD Dissertation. Rensselaer Polytechnic Institute. thesis. slides.

[85] Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li and Heng Ji. 2015. A Novel Neural Topic Model and Its Supervised Extension. Prof. Twenth-Ninth Conference on Artificial Intelligence (AAAI2015). paper. slides.

2014

[84] Heng Ji, Joel Nothman and Ben Hachey. 2014. Overview of TAC-KBP2014 Entity Discovery and Linking Tasks. Proc. Text Analysis Conference (TAC2014). paper. slides.

[83] Mihai Surdeanu and Heng Ji. 2014. Overview of the English Slot Filling Track at the TAC2014 Knowledge Base Population Evaluation. Proc. Text Analysis Conference (TAC2014). paper.

[82] Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji and Jianmin Yao. 2014. An Iterative Link-based Method for Mining Parallel Web Pages. Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014). pdf. slides.

[81] Ziqiang Cao, Sujian Li and Heng Ji. 2014. Joint Learning of Chinese Words, Terms and Keywords. Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014). pdf. slides.

[80] Qi Li, Heng Ji, Yu Hong and Sujian Li. 2014. Constructing Information Networks Using One Single Model. Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014). pdf. slides. system.

[79] Taylor Cassidy and Heng Ji. 2014. Analysis and Refinement of Temporal Relation Aggregation. Proc. The 25th International Conference on Computational Linguistics (COLING2014). pdf. slides.

[78] Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare Voss and Malik Magdon-Ismail. 2014. The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. Proc. The 25th International Conference on Computational Linguistics (COLING2014). pdf. slides.

[77] Hao Li, Wei Liu and Heng Ji. 2014. Two-Stage Hashing for Fast Document Retrieval. Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014). pdf. slides.

[76] Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener. 2014. Be Appropriate and Funny: Automatic Entity Morph Encoding. Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014). pdf. data. slides.

[75] Qi Li and Heng Ji. 2014. Incremental Joint Extraction of Entity Mentions and Relations. Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014). pdf. slides. system.

[74] Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji and Chin-Yew Lin. 2014. Collective Tweet Wikification based on Semi-supervised Graph Regularization. Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014). pdf. slides.

[73] Dan Roth, Heng Ji, Ming-Wei Chang and Taylor Cassidy. 2014. Wikification and Beyond: The Challenges of Entity and Concept Grounding. Tutorial at the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014).  description. slides pdf. slides pptx. survey.

[72] Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang and Yue Lu. 2014. Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. Invited Paper for Statistical Analysis and Data Mining Journal. pdf.

[71] Fangbo Tao, Jiawei Han, Heng Ji, George Brova,Chi Wang, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun. 2014. NewsNetExplorer: Automatic Construction and Exploration of News Information Networks. Proc. ACM Int. Conf. on Management of Data (SIGMOD'14). pdf. demo.

[70] Haibo Li, Masato Hagiwara, Qi Li and Heng Ji. 2014. Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese. Proc. LREC2014.  pdf. data and softwares.

[69] Zheng Chen and Heng Ji. 2014. Collaborative Clustering. Submitted to IEEE Computer Special Issue on Collaborative Information Seeking. pdf.

[68] Heng Ji, Dan Roth, et al. 2014. Wikification: Identifying and Linking Concepts to Knowedge Bases. Tutorial. pdf.

2013

[67] Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji and Jiawei Han. 2013. Constructing Topical Hierarchies in Heterogeneous Information Networks. Invited Paper for Knowledge and Information Systems. pdf.

[66] Arkaitz Zubiaga and Heng Ji. 2013. Tweet, but Verify: Epistemic Study of Information Verification on Twitter. Submitted to Social Network Analysis and Mining. pdf.

[65] Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji and Jiawei Han. 2013. Constructing Topical Hierarchies in Heterogeneous Information Networks. Proc. IEEE International Conference on Data Mining (ICDM2013). "Best Paper of ICDM2013" selected by Knowledge and Information Systems. pdf.

[64] Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang and Yue Lu. 2013. Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. Invited Paper for Statistical Analysis and Data Mining Journal. Extended version of our SDM2013 paper. pdf.

[63] Heng Ji. 2013. Information Extraction: The Past 10 Years. Invited overview paper for Informatics. pdf.

[62] Taylor Cassidy. 2013. Temporal Knowledge Base Population. PhD Dissertation. City University of New York. pdf.

[61] Suzanne Tamang. 2013. Clustering Methods for Temporal Data. PhD Dissertation. City University of New York. pdf.

[60] Yulia Tyshchuk, Hao Li, Heng Ji and William Wallace. 2013. Evolution of Communties on Twitter and the Role of their Leaders during Emergencies. Proc. The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM2013). pdf.

[59] Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danielevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialiu Liu, Nikunj Oza, Ashok Srivastava, Rod Tjoelker, Chi Wang, Duo Zhang, Bo Zhao. 2013. EventCube: Multi-Dimensional Search and Mining of Structured and Text Data. Proc. the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2013) (demo). pdf.

[58] Qi Li, Heng Ji and Liang Huang. 2013. Joint Event Extraction via Structured Prediction with Global Features. Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013). pdf.

[57] Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han and He Li. 2013. Resolving Entity Morphs in Censored Data. Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013). pdf.

[56] Haibo Li, Jing Zheng, Heng Ji, Qi Li and Wen Wang. 2013. Name-aware Machine Translation. Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013). pdf.

[55] Weiwei Guo, Hao Li, Heng Ji and Mona Diab. 2013. Linking Tweets to News: A Framework to Enrich Online Short Text Data. Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013). pdf.

[54] Arkaitz Zubiaga. 2013. Newspaper Editors vs the Crowd: On the Appropriateness of Front Page News Selection. Proc. WWW 2013 Workshop on Social News on the Web (SNOW 2013). pdf.

[53] Arkaitz Zubiaga and Heng Ji. 2013. Harnessing Web Page Directories for Large-Scale Classification of Tweets. Proc. WWW2013. pdf.

[52] Heng Ji, Taylor Cassidy, Qi Li and Suzanne Tamang. 2013. Tackling Representation, Annotation and Classification Challenges for Temporal Knowledge Base Population. Accepted by Journal of Knowledge and Information Systems. pdf.

[51] Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang and Yue Lu. 2013. Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. Proc. SIAM International Conference on Data Mining (SDM2013). pdf. Selected as Statistical Analysis and Data Mining Special Issue of “Best of SDM 2013”.

[50] Arkaitz Zubiaga, Heng Ji and Kevin Knight. 2013. Curating and Contextualizing Twitter Stories to Assist with Social Newsgathering. Proc. International Conference on Intelligent User Interfaces (IUI2013). pdf.

2012

[49] Taylor Cassidy, Heng Ji, Hongzhao Huang, Lev-Arie Ratinov, Arkaitz Zubiaga. 2012. Expanding Microblog Context to Enhance Disambiguation to Wikipedia. Proc. 24th International Conference on Computational Linguistics (COLING2012). pdf.

[48] Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek Abdelzaher, Jiawei Han, Alice Leung, John Hancock and Clare Voss. 2012. Tweet Ranking based on Heterogeneous Networks. Proc. 24th International Conference on Computational Linguistics (COLING2012). pdf. Data and Programs.

[47] Suzanne Tamang, Zheng Chen and Heng Ji. 2012. CUNY_BLENDER TAC-KBP2012 Entity Linking System and Slot Filling Validation System. Proc. Text Analytics Conference (TAC2012). pdf.

[46] Qi Li, Haibo Li, Heng Ji, Wen Wang, Jing Zheng, Fei Huang. 2012. Joint Bilingual Name Tagging for Parallel Corpora. Proc. CIKM2012. pdf. software.

[45] Heng Ji, Dan Roth, Taylor Cassidy, Quang Do. 2012. Temporal Information Extraction and Shallow Temporal Reasoning. Conference Tutorial: the 24th International Conference on Computational Linguistics (COLING2012). slides. tutorial (forthcoming).

[44] Taylor Cassidy, Heng Ji, Hongbo Deng, Jing Zheng and Jiawei Han. 2012. Analysis and Refinement of Cross-lingual Entity Linking. Proc. CLEF2012. pdf.

[43] Taylor Cassidy. 2012. Linguistic Motivations for Anchoring Facts in Time (Survey). Technical Report. pdf.

[42] Qi Li. 2012. Literature Survey: Domain Adaptation Algorithms for Natural Language Processing. Technical Report. pdf.

[41] Heng Ji, Hongbo Deng and Jiawei Han. 2012. Uncertainty Reduction for Knowledge Discovery and Information Extraction on WWW. Invited Paper for IEEE Special Issue on Web-Scale Multimedia Processing and Applications (published during Centennial Year Celebration of IEEE Proceedings). pdf

[40] Suzanne Tamang and Heng Ji. 2012. Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population. Proc. NAACL-HLT 2012 Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction. pdf

[39] Hongzhao Huang, Sam Anzaroot, Heng Ji, Hieu Khac Le and Tarek Abdelzaher#. 2012. Free-form Text Summarization in Social Sensing. Proc. ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN2012) pdf.

[38] Xuansong Li, Stephanie M. Strassel, Heng Ji, Kira Griffitt and Joe Ellis. 2012. Linguistic Resources for Entity Linking Evaluation: from Mono-lingual to Cross-lingual. Proc. LREC2012. pdf.

[37] Xiang Li, Heng Ji, Hao Li, Wen-Pin Lin, Faisal Farooq and Shipeng Yu. 2012. Rich Annotation Guided Learning: Bridging the Knowledge Gap between Human Annotator and Feature Engineer. Invited Paper for International Journal On Advances in Intelligent Systems, v 5 n 3&4 2012. pdf.

[36] Qi Li, Javier Artiles, Taylor Cassidy and Heng Ji. 2012. Combining Flat and Structured Approaches for Temporal Slot Filling or: How Much to Compress?. Lecture Notes in Computer Science, 2012, Volume 7182/2012, 194-205. pdf.

[35] Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin and Heng Ji. 2012. Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links. Proc. 2012 SIAM International Conference on Data Mining. pdf.

[34] Zheng Chen. 2012. Collaborative Ranking and Collaborative Clustering. PhD Dissertation. City University of New York. pdf.

  • 2011

[32] Taylor Cassidy, Zheng Chen, Javier Artiles, Heng Ji, Hongbo Deng, Lev-Arie Ratinov, Jing Zheng, Jiawei Han and Dan Roth. 2011. CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description. Proc. Text Analytics Conference (TAC2011). pdf.

[31] Javier Artiles, Qi Li, Taylor Cassidy, Suzanne Tamang and Heng Ji. 2011. CUNY_BLENDER TAC-KBP2011 Temporal Slot Filling System Description. Proc. Text Analytics Conference (TAC2011). pdf.

[30] Heng Ji, Ralph Grishman and Hoa Trang Dang. 2011. An Overview of the TAC2011 Knowledge Base Population Track. Proc. Text Analysis Conference (TAC2011). pdf.

[29] Suzanne Tamang and Heng Ji. 2011. Adding Smarter Systems Instead of Human Annotators: Re-ranking for Slot Filling System Combination. Proc. CIKM2011 Workshop on Search & Mining Entity-Relationship data. pdf

[28] Hao Li, Heng Ji, Hongbo Deng and Jiawei Han. 2011. Exploiting Background Information Networks to Enhance Bilingual Event Extraction Through Topic Modeling. Proc. International Conference on Advances in Information Mining and Management (IMMM2011). pdf

[27] Xiang Li, Wen-Pin Lin and Heng Ji. 2011. Comment-guided Learning: Bridging the Knowledge Gap between Expert Assessor and Feature Engineer. Proc. International Conference on Advances in Information Mining and Management (IMMM2011). pdf

[26] Qi Li, Sam Anzaroot, Wen-Pin Lin, Xiang Li and Heng Ji. 2011. Joint Inference for Cross-document Information Extraction. Proc. 20th ACM Conference on Information and Knowledge Management (CIKM2011). pdf

[25] Enrique Amigó, Javier Artiles, Qi Li and Heng Ji. 2011. An Evaluation Framework for Aggregated Temporal Information Extraction. Proc. SIGIR2011 Workshop on Entity-Oriented Search. pdf

[24] Wen-Pin Lin, Matthew Snover and Heng Ji. 2011. Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes. Proc. EMNLP2011 Workshop on Unsupervised Learning for NLP. pdf

[23] Zheng Chen and Heng Ji. 2011. Collaborative Ranking: A Case Study on Entity Linking. Proc. EMNLP2011. pdf

[22] Matthew Snover, Xiang Li, Wen-Pin Lin, Zheng Chen, Suzanne Tamang, Mingmin Ge, Adam Lee, Qi Li, Hao Li, Sam Anzaroot, Heng Ji. 2011. Cross-lingual Slot Filling from Comparable Corpora. Proc. ACL2011 Worshop on Building and Using Comparable Corpora. pdf

[21] Mario Morales, Ed Binkowski, Heng Ji, Xun Pang, Karim Chrime. 2011. Topics in Computational Linguistics: Statistics, Machine Learning, The Cloud and Social Media. CRC Press. To appear.

[20] Zheng Chen, Suzanne Tamang, Adam Lee and Heng Ji. 2011. A Toolkit for Knowledge Base Population. Proc. SIGIR2011. pdf

[19] Heng Ji and Ralph Grishman. 2011. Knowledge Base Population:  Successful Approaches and Challenges. Proc. ACL2011. pdf

[18] Heng Ji, Hongbo Deng and Jiawei Han. 2011. Web-Scale Knowledge Discovery and Information Extraction. Invited Paper for IEEE Special Issue on Web-Scale Multimedia Processing and Applications. pdf

[17] Amit Bagga and Heng Ji. 2011. Cross-Document Coreference: Methodologies, Evaluation, and Applications. John Benjamins Publishing. In Preparation.

[16] Guo-Jun Qi, Charu Aggarwal, Qi Tian, Heng Ji, Thomas Huang. Exploring Context and Content Links in Social Media: A Latent Space Method. IEEE Transactions on Pattern Analysis and Machine Intelligence. pdf

[15] Heng Ji, Adam Lee and Wen-Pin Lin. 2011. Information Network Construction and Alignment from Automatically Acquired Comparable Corpora. Invited book chapter for Building and Using Comparable Corpora. Springer. pdf

[14] Heng Ji, Benoit Favre, Wen-Pin Lin, Dan Gillick, Dilek Hakkani-Tur and Ralph Grishman. 2011. Open-domain Multi-document Summarization via Information Extraction: Challenges and Prospects. Invited book chapter for Multi-source, Multilingual Information Extraction and Summarisation Volume of "Theory and Applications of Natural Language Processing". Springer. pdf

2010

[13] Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Wen-Pin Lin, Javier Artiles, Matthew Snover, Marissa Passantino and Heng Ji. 2010. CUNY-BLENDER TAC-KBP2010 Entity Linking and Slot Filling System Description. Proc. Text Analytics Conference (TAC2010). pdf

[12] Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Marissa Passantino and Heng Ji. 2010. Top-down and Bottom-up: A Combined Approach to Slot Filling. Lecture Notes in Computer Science, Volume 6458, pp. 300-309. pdf

[11] Zheng Chen and Heng Ji. 2010. Graph-based Clustering for Computational Linguistics: A Survey. Proc. ACL 2010 TextGraphs5.pdf

[10] Heng Ji, Ralph Grishman, Hoa Trang Dang and Kira Griffitt. 2010. An Overview of the TAC2010 Knowledge Base Population Track. Proc. Text Analytics Conference (TAC2010). pdf

[9] Heng Ji. 2010. One Sense per Context Cluster: Improving Word Sense Disambiguation Using Web-Scale Phrase Clustering. Proc. IUCS 2010. pdf

[8] Heng Ji, Juan Liu, Benoit Favre, Dan Gillick and Dilek Hakkani-Tur. 2010. Re-ranking Summaries based on Cross-document Information Extraction. Lecture Notes in Computer Science. [Nominated as the Best Paper for the Sixth Asia Information Retrieval Societies Conference].pdf

[7] Heng Ji. 2010. Challenges from Information Extraction to Information Fusion. Proc. COLING 2010, pp. 507-515. pdf

[6] Heng Ji and Dekang Lin. 2010. Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Mention Detection and Pronoun Resolution. Invited paper for Journal of Language Resources and Evaluation.

[5] Heng Ji, Xiang Li, Angelo Lucia and Jianting Zhang. 2010. Annotating Event Chains for Carbon Sequestration Literature. Proc. LREC 2010. pdf

[4] Heng Ji, Zheng Chen, Jonathan Feldman, Antonio Gonzalez, Ralph Grishman and Vivek Upadhyay. 2010. Utility Evaluation of Cross-document Information Extraction. Proc. NAACL/HLT 2010, pp. 285-288.pdf

[3] Adam Lee, Marissa Passantino, Heng Ji, Guojun Qi and Thomas Huang. 2010. Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion. Proc. COLING 2010, pp. 630-638.pdf

[2] Hao Li, Xiang Li, Heng Ji and Yuval Marton. 2010. Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation. Proc. PACLIC 2010.pdf

[1] Wen-Pin Lin and Heng Ji. 2010. Automatic Cloze Generation based on Cross-document Information Extraction. Proc. Asian Conference on Education. pdf

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