Publications

2019

  • Amjad Abu-Jbara. “Opinion Mining and Analysis of Arabic Text”. In Yousef Elarian (Eds.), Arabic Language Technologies, King Abdallah Center For Arabic Language Research, Riyadh, Saudi Arabia. 2019 (To Appear)

2016

  • Rahul Jha, Amjad Abu-Jbara, Vahed Qazvinian and Dragomir Radev. “NLP Driven Citation Analysis for Scientometrics”. Journal of Natural Language Engineering, 2016.

2015

  • Amjad Abu-Jbara. “A Survey of Arabic Natural Language Processing Techniques and Applications”. In Yousef Elarian (Eds.), Arabic Language Technologies, King Abdallah Center For Arabic Language Research, Riyadh, Saudi Arabia. 2015

2014

  • Ahmed Hassan, Amjad Abu-Jbara, Wanchen Lu, and Dragomir R. Radev. “A Random Walk-based Model for Identifying Semantic Orientation”. Association for Computational Linguistics. Vol. 40, No. 3. Pp. 539-562. September 2014.

2013

  • Amjad Abu-Jbara. “Using Natural Language Processing Techniques to Mine Multiple Perspectives From Social Media and Scientific Literature. PhD Thesis. 2013.
  • Amjad Abu-Jbara, Ben King, Mona Diab, and Dragomir R. Radev. “Identifying Opinion Subgroups in Arabic Online Discussions”. Proceedings of the 51st Annual Meeting of the Association of Computational Linguistics (ACL 2013). Pp. 829-835. Sofia, Bulgaria. August 2013.
  • Dragomir R. Radev, Pradeep Muthukrishnan, Vahed Qazvinian, Amjad Abu-Jbara. “The ACL Anthology Network Corpus”. Language Resources and Evaluation. Vol. 47. Pp.919-944. January 2013.
  • Rahul Jha, Amjad Abu-Jbara, and Dragomir R. Radev. “A System for Summarizing Scientific Topics Starting from Keywords”. Proceedings of the 51st Annual Meeting of the Association of Computational Linguistics (ACL 2013). Pp. 572-577. Sofia, Bulgaria. August 2013.
  • Amjad Abu-Jbara, and Dragomir R. Radev. “The ACL Anthology Network Corpus as a Resource for NLP-based Bibliometrics”. Proceedings of the International Conference on Machine Learning (ICML) Workshop on Peer Reviewing and Publishing Models. Atlanta, Goergia. June 2013.
  • Amjad Abu-Jbara, Jefferson Ezra, and Dragomir R. Radev. “Purpose and polarity of citation: Towards NLP-based Bibliometrics”. Proceedings of the North American Association for Computational Linguistics (NAACL-HLT 2013). Pp. 596-606. Atlanta, Georga. June 2013.
  • Amjad Abu-Jbara, Rahul Jha, Eric Morley, and Dragomir R. Radev. “Experimental Results on the Native Language Identification Shared Task”. Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications (NAACLWS 2013). Pp. 82-88. Atlanta, Georgia. June 2013.

2012

  • Amjad Abu-Jbara, Ahmed Hassan, and Dragomir Radev. “AttitudeMiner: Mining Attitude from Online Discussions”. Proceedings of the NAACL-HLT 2012: Demonstration Session. Pp. 33-36. Montreal Canada. June 2012.
  • Amjad Abu-Jbara, Pradeep Dasigi, Mona Diab, and Dragomir Radev. “Subgroup Detection in Ideological Discussions”. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012). Pp. 399-409. Jeju, Republic of Korea. July 2012.
  • Amjad Abu-Jbara, and Dragomir Radev. “Subgroup Detector: A System for Detecting Subgroups in Online Discussions”. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012). Pp. 133-138. Jeju, Republic of Korea. July 2012.
  • Ahmed Hassan, Amjad Abu-Jbara, and Dragomir Radev. “Extracting Signed Social Networks From Text”. Proceedings of the TextGraphs-7 Workshop at ACL 2012. Pp. 6-14. Jeju, Republic of Korea. July 2012.
  • Dragomir Radev and Amjad Abu-Jbara. “Rediscovering ACL Discoveries Through the Lens of the ACL Anthology Network Citing Sentences”. Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries. Pp. 1-12. Jeju, Republic of Korea. July 2012.
  • Ahmed Hassan, Amjad Abu-Jbara, and Dragomir Radev. “Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants”. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP 2012). Pp. 59-70. Jeju Island, Korea. July 2012.
  • Amjad Abu-Jbara, and Dragomir Radev. “A Conditional Random Field Model for Resolving the Scope of Negation.” The First Joint Conference on Lexical and Computational Semantics (*SEM). Pp. 328-334. Montreal, Canada. June 2012.
  • Amjad Abu-Jbaraand Dragomir Radev. “Reference Scope Identification in Citing Sentences.” 2012 Conference of the North American Chapter of the Association of Computational Linguistics: Human Language Technologies. Pp. 80-90. Montreal, Canada. June 2012.

2011

  • Amjad Abu-Jbaraand Dragomir Radev. “Coherent Citation-Based Summarization of Scientific Papers”. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL 2011). Pp. 500-509. Portland, Oregon. June 2011.
  • Amjad Abu-Jbaraand Dragomir Radev. “Clairlib: A Toolkit for Natural Language Processing, Information Retrieval, and Network Analysis”. Proceedings of the ACL-HLT 2011 System Demonstrations. Pp. 121-126. Portland, Oregon. June 2011.
  • Amjad Abu-Jbara, Barbara Rosario, and Kent Lyons. “Towards Style Transformation from Written-Style to Audio-Style”. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Shortpapers (ACL 2011). Pp. 248-253. Portland, Oregon. June 2011.
  • Ahmed Hassan, Amjad Abu-Jbara, Rahul Jha, and Dragomir Radev. “Identifying the Semantic Orientation of Foreign Words”. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Shortpapers (ACL 2011). Pp. 592-597. Portland, Oregon. June 2011.