Technical Publications
Papers sorted into the following topic areas,
in time order:
Ontologies, Lexical Semantics, Corpus Annotation,
and Text Mining
· Ontologies
and lexical semantics
· Information
harvesting and text mining
Natural Language Processing Applications, Text
Formatting, and Multimedia Issues
· Information
extraction, opinion identification, parsing, and automated text analysis
· Text
summarization and evaluation
· Question
answering and information retrieval
· Machine
translation, MT evaluation, and Interlinguas
· Planning
of discourse structure, and discourse structure relations
· Text
generation (planning and realization)
· Multimedia
issues and text formatting
Digital Government Research
· Knowledge
integration, database access, and data alignment
· Other
Knowledge Integration, Database
Access, and Data Alignment
Ontologies,
Lexical Semantics, and Corpus Annotation
Refereed conference paper: Zhu, J. and E.H. Hovy. 2008. Learning a Stopping Criterion for Active
Learning for Word Sense Disambiguation and Text Classification. Full
paper in Proceedings of the International Joint Conference on NLP (IJCNLP). Hyderabad, India. Click here for pdf version.
Refereed conference poster: Feng, D., G.A.P.C. Burns, and E.H. Hovy. 2008. Towards
Automated Semantic Analysis on Large Scale Biomedical Text. Poster in Proceedings of the International
Joint Conference on NLP (IJCNLP). Hyderabad, India.
Book chapter of workshop paper: Philpot, A., E.H. Hovy, and P. Pantel. 2008.
The Omega Ontology. In Huang, C.-R., A.
Gangemi, A. Lenci, and N. Calzolari (eds), Ontologies and Lexical Resources
for Natural Language Processing. Cambridge University Press.
Refereed workshop paper: Yu, L.C., C.H. Wu, A. Philpot, and E.H. Hovy. 2007.
OntoNotes: Sense Pool Verification Using Google N-gram
and Statistical Tests. Proceedings of the OntoLex Workshop
at the 6th International Semantic Web Conference (ISWC 2007). Busan,
Korea. Click here for pdf version.
Refereed conference paper (Best Paper Award): Pradhan, S., E.H. Hovy, M. Marcus, M. Palmer, L. Ramshaw, and R.
Weischedel 2007. OntoNotes: A Unified Relational Semantic
Representation. Full paper, in Proceedings
of the First IEEE International Conference on
Semantic Computing (ICSC-07). Irvine, CA. Click here for pdf version.
Refereed conference paper: Zhu, J. and E.H. Hovy. 2007. Active Learning
for Word Sense Disambiguation with Methods for Addressing the Class Imbalance
Problem. Full paper, in Proceedings of
the EMNLP conference. Prague, Czech Republic. Click
here for pdf version.
Refereed conference short paper / poster: Hovy, E.H., M. Marcus, M. Palmer,
S. Pradhan, L. Ramshaw, and R. Weischedel. 2006. OntoNotes: The 90% Solution. Short paper.
Proceedings of the Human Language Technology / North American
Association of Computational Linguistics conference (HLT-NAACL
2006). New York, NY. Click here for pdf version.
Conference paper: Rambow, O., B. Dorr,
D. Farwell, R. Green, N. Habash, S. Helmreich, E.H. Hovy, L. Levin, K. Miller,
T. Mitamura, F. Reeder, A. Siddharthan. 2006. Parallel Syntactic Annotation
of Multiple Languages. Short paper. Proceedings of the
Fifth International Conference on Language Resources and Evaluation (LREC). Genoa, Italy. Click here for pdf version.
Invited abstract for conference keynote talk: Hovy, E.H. 2006. Toward Semantic Corpora: Creating
Concepts from Words via Senses, and Storing them in an Ontology. Invited paper. Proceedings of the
LREC conference. Genoa, Italy.
Conference paper: Kwon, N. and E.H. Hovy. 2006. Learning Semantic Frames
from Multiple Sources. Proceedings of
the 6th International conference on Intelligent Text Processing and
Computational (CICLing-06). Mexico City, Mexico. February 2006. Click here for pdf version.
Book chapter of invited conference paper: Hovy, E.H. 2005. Methodologies
for the Reliable Construction of Ontological Knowledge. In F.
Dau, M.-L. Mugnier, and G. Stumme (eds), Conceptual Structures: Common
Semantics for Sharing Knowledge. Proceedings of the 13th Annual International
Conference on Conceptual Structures (ICCS 2005). Kassel, Germany.
Springer Lecture Notes in AI 3596, pp 91–106. Click here for pdf version.
Refereed one-day workshop paper: Philpot, A., E.H. Hovy, and P. Pantel.
2005. The Omega Ontology. Proceedings
of the ONTOLEX Workshop at the International Conference on Natural Language
Processing (IJCNLP).
Jeju Island, Korea. Click here for pdf version.
Conference paper: Reeder, F., B. Dorr, D. Farwell,
N. Habash, S. Helmreich, E.H. Hovy, L. Levin, T. Mitamura, K. Miller, O.
Rambow, A. Siddharthan. 2004. Interlingua Development for MT Development. Proceedings of AMTA conference.
Washington, DC. Click here for pdf version.
Refereed one-day workshop paper: Fleischman, M.B. and E.H. Hovy. 2004. Multi-Document
Person Name Resolution. Proceedings of the Reference Resolution Workshop at the 42nd Annual Meeting of the Association for Computational
Linguistics (ACL). Barcelona, Spain. Click here for
pdf version.
Refereed one-day workshop paper:
Kwon, N., M.B. Fleischman, and E.H. Hovy. 2004. SENSEVAL Automatic Labeling of
Semantic Roles Using Maximum Entropy Models.
Proceedings of the Third International
Workshop on the Evaluation of Systems for the Semantic Analysis of Text
(SENSEVAL-3) at the 42nd
Annual Meeting of the Association for Computational Linguistics (ACL). Barcelona, Spain. Click here for pdf version.
Conference proceedings, invited paper: Philpot, A., M. Fleischman, E.H. Hovy.
2003. Semi-Automatic Construction of a General Purpose Ontology. Proceedings
of the International Lisp Conference. New York, NY. Click here for pdf version.
Journal paper (brief note): Hovy, E.H. 2003. Using an Ontology to
Simplify Data Access. Communications of the ACM, Special
Issue on Digital Government. January.
Conference paper: Fleischman, M., N. Kwon, and E.H Hovy. 2003. Maximum
Entropy Models for FrameNet Classification. Proceedings of the EMNLP Conference.
Sapporo, Japan. Click here for pdf version.
Conference paper (short): Fleischman, M. and E.H. Hovy. 2003. A Maximum
Entropy Approach to FrameNet Tagging. Supplemental Proceedings of the
Human Language Technology Conference of the North American Chapter of the
Association for Computational Linguistics (HLT-NAACL). Edmonton,
Canada.
Book chapter: Hovy, E.H. 2002. Comparing Sets of Semantic Relations in
Ontologies. In R. Green, C.A. Bean, and
S.H. Myaeng (eds), The Semantics of Relationships: An
Interdisciplinary Perspective, pp.
91–110. Dordrecht: Kluwer. Click here for pdf version.
Refereed one-day workshop paper: Agirre, E., O. Ansa, D. Martínez, E.H.
Hovy. 2001. Enriching WordNet Concepts with Topic Signatures. Proceedings
of the Workshop on WordNet of the NAACL Conference. Pittsburgh, PA.
Refereed one-day workshop paper: Agirre, E., O. Ansa, E.H. Hovy, and D.
Martínez. 2000. Enriching Very Large Ontologies using the WWW. Proceedings
of the Workshop on Ontology Construction of the European Conference
of AI (ECAI). Berlin, Germany. Click
here for pdf version.
Refereed multi-day workshop proceedings paper: Hovy, E.H. and S. Nirenburg.
1992. Approximating an Interlingua in a Principled Way. Proceedings
of the DARPA Speech and Natural Language Workshop. Arden House, NY. Click here for pdf version.
Conference paper: Hovy, E.H. 1998. Combining and Standardizing
Large-Scale, Practical Ontologies for Machine Translation and Other Uses. Proceedings
of the 1st International Conference on Language Resources and Evaluation
(LREC). Granada, Spain.
Click here for pdf version.
Refereed one-day workshop paper: Dalianis, H. and E.H. Hovy. 1998. Integrating
STEP Schemata using Automatic Methods. Proceedings of Workshop on
Applications of Ontologies and Problem-Solving Methods,ECAI-98.
Brighton, England.
Conference paper: Okumura, A. and E.H. Hovy. 1994. Ontology Concept
Association using a Bilingual Dictionary. Proceedings of the 1st AMTA
Conference. Columbia, MD.
Conference paper: Okumura, A. and E.H. Hovy. 1994. Building a
Japanese-English Dictionary Based on Ontology for Machine Translation. Proceedings
of the ARPA Human Language Technology Conference. Princeton, NJ.
Refereed one-day workshop paper: Hovy, E.H. and K. Knight. 1993. Motivation
for Shared Ontologies: An Example from the Pangloss Collaboration. Proceedings
of Workshop on Knowledge Sharing and Information Interchange,
IJCAI-93. Chambéry, France.
Refereed conference paper: Zhu, J. and E.H. Hovy. 2008. Learning a Stopping Criterion for Active
Learning for Word Sense Disambiguation and Text Classification. Proceedings
of the International Joint Conference on NLP (IJCNLP). Hyderabad, India. Click here for pdf version.
Refereed workshop paper: Yu, L.C., C.H. Wu, A. Philpot, and E.H. Hovy. 2007.
OntoNotes: Sense Pool Verification Using Google N-gram
and Statistical Tests. Proceedings of the OntoLex Workshop
at the 6th International Semantic Web Conference (ISWC 2007). Busan,
Korea. Click here for pdf version.
Refereed conference paper (Best Paper Award): Pradhan, S., E.H. Hovy, M. Marcus, M. Palmer, L. Ramshaw, and R.
Weischedel 2007. OntoNotes: A Unified Relational Semantic
Representation. Full paper, in Proceedings
of the First IEEE International Conference on
Semantic Computing (ICSC-07). Irvine, CA. Click here for pdf version.
Refereed conference paper: Zhu, J. and E.H. Hovy. 2007. Active Learning
for Word Sense Disambiguation with Methods for Addressing the Class Imbalance
Problem. Full paper, in Proceedings of
the EMNLP conference. Prague, Czech Republic. Click
here for pdf version.
Refereed conference short paper / poster: Hovy, E.H., M. Marcus, M. Palmer,
S. Pradhan, L. Ramshaw, and R. Weischedel. 2006. OntoNotes: The 90% Solution. Short paper.
Proceedings of the Human
Language Technology / North American Association of Computational Linguistics
conference (HLT-NAACL 2006).
New York, NY. Click
here for pdf version.
Conference paper: Rambow, O., B. Dorr,
D. Farwell, R. Green, N. Habash, S. Helmreich, E.H. Hovy, L. Levin, K. Miller,
T. Mitamura, F. Reeder, A. Siddharthan. 2006. Parallel Syntactic Annotation
of Multiple Languages. Short paper. Proceedings of the
Fifth International Conference on Language Resources and Evaluation (LREC). Genoa, Italy. Click here for pdf version.
Invited abstract for conference keynote talk: Hovy, E.H. 2006. Toward Semantic Corpora: Creating
Concepts from Words via Senses, and Storing them in an Ontology. Invited paper. Proceedings of the
LREC conference. Genoa, Italy.
Book chapter of invited conference paper: Hovy, E.H. 2005. Methodologies
for the Reliable Construction of Ontological Knowledge. In F.
Dau, M.-L. Mugnier, and G. Stumme (eds), Conceptual Structures: Common
Semantics for Sharing Knowledge. Proceedings of the 13th Annual International
Conference on Conceptual Structures (ICCS 2005). Kassel, Germany.
Springer Lecture Notes in AI 3596, pp 91–106. Click here for pdf version.
Refereed one-day workshop paper: Levin, L., T.
Mitamura, O. Rambow, A. Siddharthan, E.H. Hovy, F. Reeder, K. Miller, D.
Farwell, S. Helmreich, B. Dorr, N. Habash, R. Green, 2004. Multilingual Text
Annotation. Proceedings of the
Workshop on Corpus Semantics at LREC conference. Lisbon,
Portugal.
Refereed one-day workshop paper of invited talk: Farwell, D., S. Helmreich,
B.J. Dorr, N. Habash, K. Miller, F. Reeder, L. Levin, T. Mitamura, E.H. Hovy,
O. Rambow, A. Siddharthan. 2004. Interlingual Annotation of Multilingual
Text Corpora. Proceedings of the HLT-NAACL Workshop on Frontiers in
Corpus. Boston, MA.
Conference paper: Reeder, F., B. Dorr, D. Farwell,
N. Habash, S. Helmreich, E.H. Hovy, L. Levin, T. Mitamura, K. Miller, O. Rambow,
A. Siddharthan. 2004. Interlingual Annotation for MT Development. Proceedings of AMTA conference.
Washington, DC. Click here for pdf version.
Information Harvesting
and Text Mining
Conference poster: Bhagat, R., P. Pantel and E.H. Hovy. 2007. LEDIR: An
Unsupervised Algorithm for Learning Directionality of Inference Rules. Poster in Proceedings of the EMNLP conference.
Prague, Czech Republic. Click
here for pdf version.
Conference paper: Pantel, P., R. Bhagat,
B. Coppola, T. Chklovski and E.H. Hovy. 2007. ISP: Learning Inferential
Selectional Preferences. Proceedings
of the Human Language Technology / North American
Association of Computational Linguistics conference (HLT-NAACL 2007). Rochester, NY. Click here for pdf version.
Conference paper (poster):
Feng, D. and E.H. Hovy. 2005.
Handling Biographical Questions with Implicature. Proceedings of the Human Language
Technology / Empirical Methods in NLP conference (HLT-EMNLP). Vancouver, Canada. Click
here for pdf version.
Conference paper: Ravichandran, D., P. Pantel, and E.H. Hovy. 2005. Randomized
Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun
Clustering. Proceedings of the conference of the Association for
Computational Linguistics (ACL). Ann Arbor, MI. Click here for pdf version.
Conference paper: Pantel, P., D. Ravichandran, and
E.H. Hovy. 2004. Towards Terascale Knowledge Acquisition. Proceedings of the COLING conference. Geneva, Switzerland. Click here for pdf version.
Conference paper: Fleischman, M., A. Echihabi, and E.H. Hovy. 2003. Offline
Strategies for Online Question Answering: Answering Questions Before They Are
Asked. Proceedings of the ACL Conference.
Sapporo, Japan. Click here for pdf
version.
Conference paper: Ravichandran, D. and E.H. Hovy. 2002. Learning Surface
Text Patterns for a Question Answering System. Proceedings of the 40th ACL
conference. Philadelphia, PA. Click
here for pdf version.
Information
Extraction, Opinion Identification, Parsing, and Automated Text Analysis
Refereed conference poster: Feng, D., G.A.P.C. Burns, and E.H. Hovy. 2008. Towards
Automated Semantic Analysis on Large Scale Biomedical Text. Poster. Proceedings of the International Joint
Conference on NLP (IJCNLP). Hyderabad, India.
Refereed book chapter: Burns, G.A.P.C., D. Feng, and E.H. Hovy. 2007. Intelligent Approaches to Mining the
Primary Research Literature: Techniques, Systems, and Examples. In A.
Kelemen, A. Abraham, Y. Chen, and Y. Liang (eds), Computational Intelligence
in Bioinformatics. Springer Verlag, series Studies in Computational
Intelligence. Click here for pdf
version.
Refereed conference paper: Kwon, N., and E.H. Hovy. 2007. Information
Acquisition using Multiple Classifications. Proceedings of the K-CAP07
conference. Banff,
Canada. . Click here for pdf version.
Refereed conference paper: Porter, B., K.
Barker, E.H. Hovy, J.R. Hobbs, R. Mulkar. 2007. Learning by Reading:
A Prototype System, Performance Baseline, and Lessons Learned. Proceedings of the AAAI conference.
Vancouver, Canada. Click here for pdf
version.
Refereed conference paper: Feng, D., G.A.P.C. Burns and E.H. Hovy. 2007. Extracting
Data Records from Unstructured Biomedical Full Text. Full (oral) paper, in Proceedings
of the EMNLP conference. Prague, Czech Republic. Click here for pdf version.
Refereed conference paper: Kim, S.M. and E.H. Hovy. 2007. CRYSTAL:
Analyzing Predictive Opinions on the Web.
Full (oral) paper, in Proceedings of the EMNLP conference.
Prague, Czech Republic. Click here for pdf version.
Refereed conference paper: Mulkar, R.,
J.R. Hobbs, and E.H. Hovy. 2007. Learning
from Reading Syntactically Complex Biology Texts. Proceedings of the AAAI Spring Symposium
Commonsense'07. Stanford
University, CA. Click here
for pdf version.
Refereed conference paper: Kwon, N., E.H.
Hovy, and S.W. Shulman. 2007. Identifying
and Classifying Subjective Claims.
Proceedings of the 8th International Conference on Digital Government
Research (dg.o 2007).
Philadelphia, PA. Click here
for pdf version.
Refereed workshop paper: Burns, G.A.P.C., D. Feng, T. Ingulfsen, E.H. Hovy.
2007. Infrastructure for Annotation-Driven Information Extraction from the
Primary Scientific Literature: Principles and Practice. Proceedings of the 1st IEEE International
Workshop on Service Oriented Technologies for Biological Databases and Tools
(SOBDAT 2007) at the
ICWS/SCC conference, Salt Lake City, UT. Click here for pdf version.
Refereed workshop paper: Kim, J.,
G. Chern, D. Feng, E. Shaw, E.H. Hovy. 2007. Mining and Assessing
Discussions on the Web through Speech Act Analysis. Proceedings of the Web Content Mining with Human Language
Technologies with Human Language Technologies
Workshop at the International Semantic Web Conference (ISWC).
Athens, GA.
Refereed workshop paper: Mulkar, R., J.R. Hobbs, E.H. Hovy, H. Chalupsky,
and C.-Y. Lin. 2007. Learning
by Reading: Two Experiments. Proceedings
of the IJCAI Workshop on Knowledge and Reasoning for Answering Questions (KRAQ).
Hyderabad, India. . Click
here for pdf version.
Refereed conference paper: Kwon, N., S. Shulman, and E.H. Hovy. 2006. Multidimensional Text Analysis for
eRulemaking. Full paper. Proceedings of
the National Conference on Digital Government (dg.o 2006). San Diego, CA. Click here for pdf version.
Refereed conference paper: Kim, S.M. and E.H. Hovy. 2006. Identifying and Analyzing Judgment Opinions.
Full paper. Proceedings
of the Human Language Technology / North American Association of Computational
Linguistics conference (HLT-NAACL 2006). New York, NY. Click here for
pdf version.
Refereed one-day workshop paper: Kim, S.-M. and E.H. Hovy. 2006. Extracting
Opinions Expressed in Online News Media Text with Opinion Holders and Topics. Proceedings
of the Workshop on Sentiment and Subjectivity in Text at the joint
COLING-ACL conference. Sydney,
Australia. Click here for pdf
version.
Refereed conference poster: Kim, S-M. and E.H. Hovy. 2006. Automatic
Identification of Pro and Con Reasons in Online Reviews. Poster. Companion
Proceedings of the conference of the ACL. Sydney, Australia. Click here for pdf version.
Refereed multi-day workshop proceedings paper: Feng, D. and E.H. Hovy. 2005.
MRE: A Study on Evolutionary Language Understanding. Proceedings
of the Second International Workshop on Natural Language Understanding and
Cognitive Science (NLUCS). Miami, FL.
Refereed one-day workshop proceedings paper: Kim, S.-M. and E.H. Hovy. 2005.
Identifying Opinion Holders for Question Answering in Opinion Texts. Proceedings
of the Workshop on Question Answering in Restricted Domain at the
Conference of the American Association of Artificial Intelligence
(AAAI-05). Pittsburgh, PA.
Project highlight in conference proceedings: Shulman, S. J. Callan, E.H.
Hovy, and S. Zavestoski. 2005. Language Processing Technology for Electronic
Rulemaking. Proceedings of NSF’s national conference on Digital
Government (dg.o 2005). Atlanta, GA. Click here for
pdf version.
Book chapter: Filatova, E. and E.H. Hovy. 2005. Assigning Time-Stamps to
Event-Clauses. In I. Mani, J. Pustejovsky,
and R. Gaizauskas (eds), The Language of Time: A Reader, 523–523.
Oxford University Press. Click here for pdf version.
Journal article (short note): Shulman, S. J. Callan, E.H. Hovy, and S.
Zavestoski. 2004. SGER Collaborative: A Testbed for eRulemaking Data. Journal
of E-Government 1(1), pp. 123–127. Click
here for pdf version.
Conference paper: Kim, S.-M. and E.H. Hovy. 2004. Determining
the Sentiment of Opinions. Proceedings
of the COLING conference. Geneva, Switzerland. Click here for pdf version.
Project highlight in conference proceedings: Shulman, S., J. Callan, E.H.
Hovy, and S. Zavestoski. 2004. SGER Collaborative: A Testbed for eRulemaking
Data. Proceedings of NSF’s national conference on Digital
Government (dg.o 2004). Seattle, WA.
Conference paper: Hovy, E.H., A. Philpot, J.L. Klavans, U. Germann, P.T.
Davis, S.D. Popper. 2003. Extending Metadata Definitions by Automatically
Extracting and Organizing Glossary Definitions. Proceedings of the
dg.o 2003 conference. Boston, MA. Click here
for pdf version.
Conference paper: Fleischman, M. and E.H. Hovy. 2003. Recommendations Without User Preferences: A
Natural Language Processing Approach. Proceedings of
the 7th International Conference on Intelligent User Interfaces
(IUI). Miami Beach, FL. Click here for pdf version.
Conference paper: Kwon, N., M.B. Fleischman, and E.H. Hovy. 2004. FrameNet-based
Semantic Parsing using Maximum Entropy Models. Proceedings of the COLING conference. Geneva,
Switzerland. Click here for pdf version.
Refereed one-day workshop paper: Filatova, E. and E.H. Hovy. 2001. Assigning
Time-Stamps to Event-Clauses. Proceedings of the Workshop on
Temporal and Spatial Reasoning at the Conference of the ACL.
Toulouse, France. Click
here for pdf version.
Conference paper (poster): Gallippi, A. and E.H. Hovy. 1997. A Machine
Learning Approach to Multilingual Proper Name Recognition. Proceedings
of the Conference of the Natural Language Processing Pacific Rim Symposium,
NLPRS. Phuket, Thailand.
Refereed multi-day workshop proceedings paper: Kasper, R. and E.H. Hovy.
1990. Integrated Semantic and Syntactic Parsing using Classification. Proceedings
of the DARPA Speech and Natural Language Workshop. Pittsburgh,
PA.
Refereed conference poster: Feng, D., G.A.P.C. Burns, and E.H. Hovy. 2008. Towards
Automated Semantic Analysis on Large Scale Biomedical Text. Poster. Proceedings of the International Joint
Conference on NLP (IJCNLP). Hyderabad, India.
Refereed book chapter: Burns, G.A.P.C., D. Feng, and E.H. Hovy. 2007. Intelligent Approaches to Mining the
Primary Research Literature: Techniques, Systems, and Examples. In A.
Kelemen, A. Abraham, Y. Chen, and Y. Liang (eds), Computational Intelligence
in Bioinformatics. Springer Verlag, series Studies in Computational
Intelligence. Click here for pdf version.
Refereed conference paper: Feng, D., G.A.P.C. Burns and E.H. Hovy. 2007. Extracting
Data Records from Unstructured Biomedical Full Text. Full (oral) paper, in Proceedings
of the EMNLP conference. Prague, Czech Republic. Click here for pdf version.
Refereed workshop paper: Burns, G.A.P.C., D. Feng, T. Ingulfsen, E.H. Hovy.
2007. Infrastructure for Annotation-Driven Information Extraction from the
Primary Scientific Literature: Principles and Practice. Proceedings of the 1st IEEE International
Workshop on Service Oriented Technologies for Biological Databases and Tools
(SOBDAT 2007) at the
ICWS/SCC conference, Salt Lake City, UT.
Click here for pdf version
Burns, G.A.P.C. and E.H. Hovy. 2006. The NeuroScholar System as a Natural Language Processing Platform for the Neuroscience Literature. Proceedings of the Annual Meeting of the Society for Neuroscience. Atlanta, GA.
Text Summarization and
Evaluation
Conference paper: Zhou, L. N. Kwon,
and E.H. Hovy. 2007. A Semi-Automated Evaluation Scheme: Automated
Nuggetization for Manual Annotation. Proceedings of the Human
Language Technology / North American Association of Computational Linguistics conference
(HLT-NAACL 2007). Rochester,
NY. Click here for pdf
version.
Refereed conference demo description: Zhou, L., N. Kwon, and E.H. Hovy.
2007. A Semi-Automatic Evaluation Scheme: Automated Nuggetization for Manual
Annotation. Demo paper. Proceedings of the conference on Human
Language Technology of the North American chapter of the ACL (HLT-NAACL 07). Rochester,
NY.
Conference paper: Zhou, L. and E.H.
Hovy. 2006. A Semi-Automatic Evaluation Scheme. Proceedings of the DARPA
GALE PI workshop. San
Francisco, CA. Click here for pdf version.
Conference paper: Zhou, L., D.
Munteanu, C.-Y. Lin, E.H. Hovy. 2006. ParaEval: Using Paraphrases to
Evaluate Summaries Automatically. Full paper. Proceedings of the Human Language
Technology / North American Association of Computational Linguistics conference
(HLT-NAACL 2006). New York,
NY. Click here for pdf version.
Conference paper: Hovy, E.H., C.-Y.
Lin, L. Zhou, and J. Fukumoto. 2006. Automated Summarization Evaluation with
Basic Elements. Full paper. Proceedings
of the Fifth International Conference on Language Resources and Evaluation
(LREC). Genoa, Italy. Click here for pdf version.
Conference paper: Zhou, L., C.-Y. Lin,
and E.H. Hovy. 2006. Summarizing Answers for Complicated Questions. Full paper. Proceedings of the Fifth International
Conference on Language Resources and Evaluation (LREC). Genoa, Italy. Click here for pdf version.
Refereed multi-day workshop proceedings paper: Zhou, L. and E.H. Hovy. 2006.
On the Summarization of Dynamically Introduced Information: Online
Discussions and Blogs. Proceedings of
the AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs.
Stanford, CA. Click here for pdf version.
Unrefereed report: Lin, C.Y., L. Zhou, E.H. Hovy, and H.T. Dang. 2005. Multilingual
Summarization Evaluation 2005: Automatic Evaluation Report. Report for Multilingual Summarization
Evaluation workshop 2005 (MSE2005).
Encyclopedia entry: Hovy, E.H. 2005. Automated Text Summarization.
In R. Mitkov (ed), The Oxford Handbook of Computational Linguistics,
pp. 583–598. Oxford: Oxford
University Press. Click here for pdf version.
System demo in conference proceedings: Zhou, L., E. Shaw, C.-Y. Lin, and
E.H. Hovy. 2005. Classummary:
Introducing Discussion Summarization to Online Classrooms. Demonstration; short paper in Companion Proceedings
of the Human Language Technology / Empirical Methods in NLP conference
(HLT-EMNLP). Vancouver, Canada.
Conference paper: Zhou, L. and E.H. Hovy. 2005. Digesting Virtual “Geek”
Culture: The Summarization of Technical Internet Relay Chats.
Proceedings of the conference of the Association for Computational
Linguistics (ACL). Ann
Arbor, MI. Click here for pdf version.
Refereed one-day workshop paper: Hovy, E.H., C.-Y. Lin, and L. Zhou. 2005. A BE-based Multi-document
Summarizer with Sentence Compression. Proceedings of the Multilingual
Summarization Evaluation Workshop at the ACL 2005 conference. Ann Arbor, MI. Click
here for pdf version.
Technical report: Lin, C.Y., L. Zhou, E.H. Hovy, and H.T. Dang. 2005. Multilingual
Summarization Evaluation 2005: Automatic Evaluation Report.
Report of the Multilingual Summarization Evaluation 2005 effort
(MSE2005).
Refereed one-day workshop paper: Zhou, L. and E.H. Hovy. 2005. Fine-grained
Clustering for Summarizing Chat Logs. Proceedings of the Workshop on
Beyond Threaded Conversation, held at the Computer-Human Interaction conference
(CHI2005). Portland OR.
Conference paper (poster): Zhou, L., M. Ticrea, and E.H. Hovy. 2004. Multi-Document
Biography Summarization. Conference on Empirical Methods in
NLP (ENMLP). Barcelona Spain.
Click here for pdf version.
Refereed multi-day workshop proceedings paper: Zhou,
L. and E.H. Hovy. 2004. Template-Filtered Headline Summarization. Proceedings of the Workshop on
Automated Text Summarization at the ACL 2004 conference. Barcelona,
Spain. Click here for pdf version.
Journal paper: Leuski, A., C.-Y. Lin, L. Zhou, U. Germann, F.J. Och, and
E.H. Hovy. 2003. Cross-lingual C*ST*RD: English Access to Hindi Information. ACM Transactions on Asian Language
Information Processing (TALIP) Special
Issue on the Surprise Language Exercise Part II, 2(3), pp. 245–269. Click here for pdf version.
Conference paper: Lin, C.-Y. and E.H. Hovy. 2003. Automatic
Evaluation of Summaries Using N-gram Co-Occurrence Statistics. Proceedings of the Human
Language Technology Conference of the North American Chapter of the Association
for Computational Linguistics (HLT-NAACL).
Edmonton, Canada. Click here for pdf version.
Conference paper: Zhou, L. and E.H. Hovy. 2003. A
Web-Trained Extraction Summarization System. Proceedings
of the Human Language Technology Conference of the North American Chapter of
the Association for Computational Linguistics (HLT-NAACL). Edmonton,
Canada.
Refereed multi-day workshop proceedings paper: Zhou, L. and E.H. Hovy. 2003.
Headline Summarization at ISI. Proceedings of the Document
Understanding Conference DUC-03, at the HLT-NAACL Conference.
Edmonton, Canada.
System demo in conference proceedings: Leuski, A., C.-Y. Lin, and E.H. Hovy.
2003. iNeATS: Interactive Multi-Document Summarization. Companion
Proceedings of the ACL Conference. Sapporo, Japan. Click here for pdf version.
Refereed multi-day workshop proceedings paper: Lin, C.-Y. and E.H. Hovy.
2003. The Potential and Limitations of Automatic Sentence Extraction for
Summarization. Proceedings of the Workshop on Automatic Summarization
(DUC03), held at the HLT-NAACL03 conference. Edmonton, Canada. Click
here for pdf version.
Conference paper: Lin, C.-Y. and E.H. Hovy. 2002. From Single to
Multi-document Summarization: A Prototype System and its Evaluation. Proceedings of the ACL conference.
Philadelphia, PA. Click here for pdf version.
Conference paper: Lin, C.-Y. and E.H. Hovy. 2002. Automated
Multi-Document Summarization in NeATS. Proceedings
of the Human Language Technology (HLT) Conference. San Diego, CA. Click here for pdf version.
Conference paper: Lin, C.-Y. and E.H. Hovy. 2000. The Automated
Acquisition of Topic Signatures for Text Summarization. Proceedings of the COLING Conference.
Saarbrücken, Germany. Click here for pdf version.
Conference paper, invited: Hovy, E.H. and C.-Y. Lin. 2000. Automated Text
Summarization and the SUMMARIST System. Proceedings
of the TIPSTER Text Program, Phase III, pp. 197–214.
Magazine paper: Radev, D.R. and E.H. Hovy. 1999. Report on AAAI Spring
Symposium on Intelligent Text Summarization.
AI Magazine 20(3), p. 84. Fall issue.
Book chapter: Hovy, E.H. and C.Y. Lin. 1998. Automated Text Summarization
in SUMMARIST. In M. Maybury and I. Mani
(eds), Advances in Automatic Text Summarization. Cambridge: MIT
Press. Click here for pdf version.
Refereed multi-day workshop paper: Hovy, E.H. and C.-Y. Lin. 1998. Automated
Text Summarization and the SUMMARIST System. Proceedings of the TIPSTER Workshop.
Baltimore, MD.
Conference paper: Lin, C.Y. and E.H. Hovy. 1997. Identifying Topic by
Position. Proceedings of the 5th Conference on Applied Natural Language
Processing, ANLP. Washington, DC.
Refereed one-day workshop paper: Hovy, E.H. and C.Y. Lin. 1997. Automated
Text Summarization in SUMMARIST. Proceedings of the Workshop on
Intelligent Text Summarization, ACL/EACL-97. Madrid, Spain.
Question
Answering and Information Retrieval
Conference paper: Yu, L.-C., C.-H. Wu, C.-Y. Lin, E.H. Hovy, and C.-L. Lin.
2007. Topic Analysis for Psychiatric Document Retrieval. Proceedings of the Association of Computational Linguistics
conference (ACL-07). Prague, Czech
Republic. Click here for pdf version.
Conference paper: Feng, D., D. Ravichandran, E.H. Hovy. 2006. Mining and Re-ranking for Answering
Biographical Queries on the Web. Proceedings
of the conference of the American Association of Artificial Intelligence
(AAAI-06). Full paper,
poster presentation. Boston,
MA. Click here for pdf version.
Conference paper: Feng, D., E. Shaw, J. Kim, and E.H. Hovy. 2006. An
Intelligent Discussion-Bot
for Answering Student Queries
in Threaded Discussions. Proceedings
of the Intelligent User Interface conference (IUI). Sydney, Australia. Click here for pdf version.
Book chapter: Echihabi, A., U. Hermjakob, E.H. Hovy, D. Marcu, E. Melz, and
D. Ravichandran. 2005. How to Select an Answer String?
In T. Strzalkowski and S. Harabagiu (eds), Advances in Textual
Question Answering. Kluwer.
Click here for pdf version.
Journal paper: Khan, L., D. McLeod, E.H. Hovy. 2005. A Framework for
Effective Annotation of Information from Closed Captions Using Ontologies.
Journal of Intelligent Information Systems, 25(2), pp.
181–205. Kluwer Academic Publishers.
Journal paper: Khan, L., D. McLeod, and E.H. Hovy. 2004. Retrieval
Effectiveness of an Ontology-Based Model for Information Selection. Journal
for Very Large Data Bases (VLDB). 13(1), pp. 71–85. Click here for pdf version.
Conference paper: Fleischman, M. and E.H. Hovy. 2003. Recommendations Without User Preferences: A
Natural Language Processing Approach. Proceedings of
the 7th International Conference on Intelligent User Interfaces
(IUI). Miami Beach, FL. Click here for pdf version.
Refereed multi-day workshop proceedings paper: Ravichandran, D., E.H. Hovy,
and F.J. Och. 2003. Statistical QA—Classifier vs. Re-ranker: What’s the
Difference? Proceedings of the ACL Workshop on Multilingual Summarization and Question Answering—Machine
Learning and Beyond. Sapporo, Japan.
Journal paper: Leuski, A., C.-Y. Lin, L. Zhou, U. Germann, F.J. Och, and
E.H. Hovy. 2003. Cross-lingual C*ST*RD: English Access to Hindi Information. ACM Transactions on Asian Language
Information Processing (TALIP) Special
Issue on the Surprise Language Exercise Part II, 2(3), 245–269. Click here for pdf version.
Newsletter article, invited: Hovy, E.H., A. Leuski, and C.-Y. Lin. 2003. CuSTaRD:
Integrating Language Technologies for Hindi. TIDES Newsletter,
July issue.
Conference paper: Fleischman, M., A. Echihabi, and E.H. Hovy. 2003. Offline
Strategies for Online Question Answering: Answering Questions Before They Are
Asked. Proceedings of the ACL Conference.
Sapporo, Japan. Click here for pdf
version.
Conference paper: Ravichandran, D. and E.H. Hovy. 2002. Learning Surface
Text Patterns for a Question Answering System. Proceedings of the 40th ACL
conference. Philadelphia, PA. Click
here for pdf version.
Conference paper: Hovy, E.H., L. Gerber, U. Hermjakob, C.-Y. Lin, and D.
Ravichandran. 2001. Toward Semantics-Based Answer Pinpointing. Proceedings
of the DARPA Human Language Technology Conference (HLT). San Diego,
CA. Click here for pdf version.
Conference paper: Hovy, E.H., L. Gerber, U. Hermjakob, M. Junk, and C.-Y.
Lin. 2001. Question Answering in Webclopedia. Proceedings of the
TREC-9 Conference. NIST, Gaithersburg, MD. Click
here for pdf version.
Multi-day workshop paper, invited (one-page system demo description): Lin,
C.-Y. and E.H. Hovy. 1999. Multilingual Information Access: The MuST System
and its Integration with Systran. Proceedings
of the DARPA IM/IC&V Meeting. San Diego.
Machine
Translation, MT Evaluation, and Interlinguas
Conference paper: Bhagat, R. and
E.H. Hovy. 2007. Phonetic Models for Generating Spelling Variants.
Full (oral) paper. Proceedings
of the International Joint Conference on Artificial Intelligence (IJCAI). Hyderabad, India. Click here for pdf version.
Conference paper: Zhou, L., C.-Y. Lin, and E.H.
Hovy. 2006. Re-evaluating Machine Translation Results with Paraphrase
Support. Proceedings of EMNLP conference.
Sydney, Australia. Click here for pdf version.
Encyclopedia entry (invited): Dorr, B.J., E.H. Hovy, and L. Levin. 2005. Interlinguas
In Machine Translation. Entry for Natural Language
Processing and Machine Translation in Encyclopedia of Language
and Linguistics, 2nd ed. (ELL2). Click here for pdf version.
Journal paper: Hovy, E.H., M. King, and A. Popescu-Belis. 2003. Principles
of Context-Based Machine Translation Evaluation. Machine
Translation 2002, 17(1), pp. 43–75. Click here for pdf
version.
Conference paper: Reeder, F., B. Dorr, D. Farwell,
N. Habash, S. Helmreich, E.H. Hovy, L. Levin, T. Mitamura, K. Miller, O.
Rambow, A. Siddharthan. 2004. Interlingual Annotation for MT Development. Proceedings of AMTA conference.
Washington, DC. Click here for pdf version.
Conference paper: Dinh, D., H. Kiem, and E.H. Hovy. 2003. BTL: a Hybrid
Model for English – Vietnamese Machine Translation. Proceedings of the
Machine Translation Summit IX. New Orleans, LA.
Conference paper: King, M., A. Popescu-Belis, and E.H. Hovy. 2003. FEMTI:
Creating and Using a Framework for MT Evaluation. Proceedings of the
Machine Translation Summit IX. New Orleans, LA. Click here for pdf version.
Refereed one-day workshop paper: Levin, L., T. Mitamura, O. Rambow, A. Siddharthan, E.H. Hovy, F. Reeder, K. Miller, D. Farwell, S. Helmreich, B. Dorr, N. Habash, R. Green, 2004. Multilingual Text Annotation