PPT-Relational Entity Linking with Cross Document Coreference

Xiao Cheng Bingling Chen Rajhans Samdani KaiWei Chang Zhiye Fei and Dan Roth University of Illinois at UrbanaChampaign UICCG 1 Talk Outline Introduction Architecture. . Centric. . Coreference Resolution with Model Stacking. Kevin Clark and Christopher D. Manning. (ACL-IJCNLP 2015). (Tables are taken from the above-mentioned paper). Presented by Mamoru Komachi. <komachi@tmu.ac.jp>. CSCI-GA.2590. Ralph . Grishman. NYU. Reference Resolution: Objective. Identify all phrases which refer to the same real-word entity. first, within a single document. later, also across multiple documents. -NYU Cold Start System. Ang. Sun, . Xin. Wang, . Sen. . Xu. , . Yigit. . Kiran. , . Shakthi. . Poornima. , Andrew . Borthwick. (. Intelius. . Inc. .). Ralph . Grishman. (New York University). Outline. Microposts. . Romil. Bansal, Sandeep . Panem. , . Priya. . Radhakrishnan, Manish . Gupta, . Vasudeva. . Varma. International Institute of information technology, Hyderabad. 7. th. April 2014. gmanish@microsoft.com. Pascal Denis. ALPAGE Project Team. INRIA . Rocquencourt. F-78153 Le . Chesnay. , France. Jason . Baldridge. Department of Linguistics. University of Texas at Austin. In Proceedings of EMNLP-2008. 1. Yi-Ting Huang. Framework. Rowan Miller. Program Manager. Microsoft. What to expect in this session. Mix of level 100-300 content. Mostly demos. EF6 and EF7. Some previously seen content, some new stuff. Agenda. Where are we at?. CSCI-GA.2590. Ralph . Grishman. NYU. Reference Resolution: Objective. Identify all phrases which refer to the same real-word entity. first, within a single document. later, also across multiple documents. A development driven by the . BISE – . Clearing . House Mechanisms (CHMs) . network Europe. TCT - The Target Cross- linking Tool. A solution for multiple target reporting . A stand alone application – free of . and Its Impact on Cold-Start KBP. Heng. . Ji. , Joel . Nothman. and . Hoa. . Trang. Dang. jih@rpi.edu. Thanks to KBP2016 Organizing Committee. . Goals and The Task. John Lehmann, Sean Monahan, Luke . Nezda. , Arnold Jung, Ying Shi. Outline. Entity Linking. Slot Filling. Surprise Slot Filling. Entity Linking Task Definition. Entity linking . involves resolving an . (NLP in Practice). Delip Rao. delip@jhu.edu. Last class …. Understood . how to solve and ace in NLP tasks. general . methodology or . approaches. End-to-End development using an example task. Named Entity Recognition. 1 Implicit Entity Linking in Tweets Sujan Perera , Pablo N. Mendes , Adarsh Alex, Amit P. Sheth , Krishnaprasad Thirunarayan Kno.e.sis Center, Wright State University IBM Research, Almaden Fanjin. Zhang, Xiao Liu, . Jie. Tang, . Yuxiao. Dong, . Peiran. Yao, . Jie. Zhang, . Xiaotao. Gu, Yan Wang, Bin Shao, Rui Li and . Kuansan. Wang.. Tsinghua University Microsoft Research. D. Day. 1. , J. Hitzeman. 1. , M. Wick. 2. , K. Crouch. 1. . and M. Poesio. 3. 1. The MITRE Corporation. 2. University of Massachusetts, Amherst. 3. Universities of Essex and Trento. Approved for public release. .