[PDF] The DARPA Machine Reading program-encouraging linguistic and reasoning research with a series of reading tasks
[PDF] from ffzg.hrS Strassel, D Adams, H Goldberg, J Herr... - Proceedings of ..., 2010 - hnk.ffzg.hr
Abstract The goal of DARPA's Machine Reading (MR) program is nothing less than making
the world's natural language corpora available for formal processing. Most text processing
research has focused on locating mission-relevant text (information retrieval) and on ...
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Machine Reading: A "Killer App" for Statistical Relational AI
[PDF] from washington.eduH Poon... - Workshops at the Twenty-Fourth AAAI Conference ..., 2010 - aaai.org
... We also present OntoUSP, an end- to-end machine reading system based on Markov logic and
joint inference, as well as the experimental ... This research was partly funded by ARO grant
W911NF-08-1-0242, AFRL contract FA8750-09-C-0181, DARPA contracts FA8750 ...
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[PDF] Overview of QA4MRE at CLEF 2011: Question Answering for Machine Reading Evaluation
[PDF] from clef2011.orgA Peñas, E Hovy, P Forner, Á Rodrigo... - Working Notes of ..., 2011 - clef2011.org
Page 1. Overview of QA4MRE at CLEF 2011: Question Answering for Machine Reading
Evaluation Anselmo ... organization. Beside the main task, also one pilot task was offered,
namely, Processing Modality and Negation for Machine Reading. ...
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[PDF] Question answering for machine reading evaluation
[PDF] from psu.eduÁ Rodrigo, A Peñas, E Hovy... - Proceedings of CLEF 2010 ..., 2010 - Citeseer
... Recently, Machine Reading (MR) has been defined as a new version of an old challenge for
NLP ... 1542), the Education Council of the Regional Government of Madrid, the European Social
Fund and the US Advanced Defense Research Programs Agency DARPA, under contract ...
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Filling knowledge gaps in text for machine reading
[PDF] from 59.108.48.12A Peñas... - Proceedings of the 23rd International Conference on ..., 2010 - dl.acm.org
Page 1. Coling 2010: Poster Volume, pages 979-987, Beijing, August 2010 Filling Knowledge
Gaps in Text for Machine Reading Anselmo Peñas Eduard Hovy UNED NLP & IR Group USC
Information Sciences Institute anselmo@lsi.uned.es hovy@isi.edu Abstract ...
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[PDF] Adapting Open Information Extraction to Domain-Specific Relations
[PDF] from washington.eduS Soderland, B Roof, B Qin, S Xu... - AI Magazine, 2010 - turing.cs.washington.edu
... We explore the steps needed to adapt Open IE to a domain-specific ontology and
demonstrate our approach of mapping domain- independent tuples to an ontology
using domains from the DARPA Machine Reading Project. ...
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[PDF] Extreme Extraction--Machine Reading in a Week
[PDF] from rug.nlM Freedman, L Ramshaw, E Boschee... - Proceedings of the ..., 2011 - acl.eldoc.ub.rug.nl
... 5 Evaluation Our question answering evaluation was inspired by the evaluation in
DARPA's machine reading program, which requires systems to map the in- formation in
text into a formal ontology and an- swer questions based on that ontology. ...
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Machine reading at the University of Washington
[PDF] from aclweb.orgH Poon, J Christensen, P Domingos... - Proceedings of the ..., 2010 - dl.acm.org
... edge machine reading research at the Uni- versity of Washington. Past results demonstrate its
promise and reveal key directions for future work. 5 Acknowledgement This research was partly
funded by ARO grant W911NF-08-1-0242, AFRL contract FA8750-09- C-0181, DARPA ...
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Learning to predict readability using diverse linguistic features
[PDF] from patwardhans.netRJ Kate, X Luo, S Patwardhan, M Franz... - Proceedings of the 23rd ..., 2010 - dl.acm.org
... As part of the DARPA Machine Reading Pro- gram (MRP), an evaluation was designed and con-
ducted for the task of rating documents for read- ability. ... This research was funded by Air Force
Contract FA8750-09-C-0172 under the DARPA Machine Reading Program. 553 ...
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[PDF] An empirical evaluation of data-driven paraphrase generation techniques
[PDF] from aclweb.orgD Metzler, E Hovy... - Proceedings of ACL-HLT, 2011 - aclweb.org
... Acknowledgments The authors gratefully acknowledge the support of the DARPA
Machine Reading Program under AFRL prime contract no. FA8750-09-C-3705.
Any opin- ions, findings, and conclusion or recommendations ...
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Extending Bayesian Logic Programs for Plan Recognition and Machine Reading
[PDF] from dtic.milSV Raghavan - 2011 - DTIC Document
Page 1. Extending Bayesian Logic Programs for Plan Recognition and Machine Reading
Sindhu V. Raghavan ... recent past. In this proposal, we focus on applying BLPs to two real
worlds tasks - plan recognition and machine reading. Plan ...
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Confabulation based sentence completion for machine reading
[PDF] from dtic.milQ Qiu, Q Wu, DJ Burns, MJ Moore... - ... , Mind, and Brain ( ..., 2011 - ieeexplore.ieee.org
... With careful design, a sentence completion test can provide quantitative measurement of the
quality of the knowledge base accrued during unsupervised machine reading. ... Received and
approved for public release by AFRL on 11/03/2010, case number 88ABW-2010-5869. ...
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[PDF] Markov Logic for Machine Reading
[PDF] from washington.eduH Poon - 2011 - turing.cs.washington.edu
... resolution [79], etc. The Never-Ending-Language-Learning (NELL) system starts from an
3E.g., AAAI-07 Machine Reading Symposium, NAACL-10 Learning by Reading Workshop,
DARPA Machine Reading Program (2009-2014). Page 22. 4 ...
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[PDF] Granularity in natural language discourse
[PDF] from aclweb.orgR Mulkar-Mehta, JR Hobbs... - International Conference on ..., 2011 - aclweb.org
... 1This research was supported by the Defense Advanced Research Projects Agency
(DARPA) Machine Reading Program under Air Force Research Laboratory (AFRL)
prime contract no. FA8750-09-C-0172. Any opinions, findings ...
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[PDF] Mavuno: a scalable and effective Hadoop-based paraphrase acquisition system
[PDF] from isi.eduD Metzler... - Proceedings of the Third Workshop on Large Scale ..., 2011 - isi.edu
... Furthermore, our interest in paraphrase acquisi- tion was initially inspired by challenges
encountered during research related to machine reading [3]. Information extrac- tion systems,
which are key component of machine reading systems, can use paraphrases to automatically ...
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Confabulation Based Sentence Completion for Machine Reading
M Bishop, Q Wu, Q Qiu, RW Linderman, DJ Burns... - 2010 - stormingmedia.us
... With careful design, a sentence completion test can provide quantitative measurement of the
quality of the knowledge base accrued during unsupervised machine reading. ... Received and
approved for public release by AFRL on 11/03/2010, case number 88ABW-2010-5869. ...
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[PDF] Technical Infrastructure at Linguistic Data Consortium: Software and Hardware Resources for Linguistic Data Creation
[PDF] from psu.eduK Maeda, H Lee, S Grimes, J Wright... - Proceedings of the ..., 2010 - Citeseer
... These pro- grams include DARPA GALE (Global Autonomous Lan- guage Exploitation), DARPA
MADCAT (Multilingual Au- tomatic Document Classification Analysis and Transla- tion), DARPA
Machine Reading, NIST TAC (Text Analysis Conference), ACE (Automatic Content ...
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[PDF] Using Granularity Concepts for Discovering Causal Relations
[PDF] from isi.eduR Mulkar-Mehta, C Welty, JR Hobbs... - 2011 - isi.edu
... Acknowledgements This research was supported by the Defense Advanced Re- search Projects
Agency (DARPA) Machine Reading Pro- gram under Air Force Research Laboratory (AFRL)
prime contract no. FA8750-09-C-0172. Any opinions, findings, ...
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[PDF] Robust biomedical event extraction with dual decomposition and minimal domain adaptation
[PDF] from 59.108.48.12S Riedel... - ACL HLT 2011, 2011 - 59.108.48.12
... The University of Massachusetts gratefully acknowledges the support of Defense Advanced
Re- search Projects Agency (DARPA) Machine Reading Program under Air Force Research
Laboratory (AFRL) prime contract no. FA8750-09-C-0181. ...
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[PDF] Customizing an information extraction system to a new domain
[PDF] from aclweb.orgM Surdeanu, D McClosky, MR Smith, A Gusev... - ACL HLT 2011, 2011 - aclweb.org
... of the Target Domain In this paper we report results on the "Machine Reading NFL Scoring ... 5 This
corpus was developed by LDC for the DARPA Machine Read- ing project. ... This material is based
upon work supported by the Air Force Research Laboratory (AFRL) under prime ...
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[PDF] Causal markers across domains and genres of discourse
[PDF] from isi.eduR Mulkar-Mehta, AS Gordon, J Hobbs... - Proceedings of the sixth ..., 2011 - isi.edu
... Acknowledgements This research was supported by the Defense Advanced Research
Projects Agency (DARPA) Machine Reading Program under Air Force Research
Laboratory (AFRL) prime contract no. FA8750- 09-C-0172. ...
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[PDF] Unsupervised discovery of domain-specific knowledge from text
[PDF] from 59.108.48.12D Hovy, C Zhang, E Hovy... - ... of the 49th Annual Meeting of ..., 2011 - 59.108.48.12
... our system). American football was the first official evaluation domain in the
DARPA-sponsored Machine Reading program, and provides the background for
a number 1466 Page 2. of LbR systems (Mulkar-Mehta et al., 2010). ...
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[PDF] Probabilistic Inference with PCE1
[PDF] from microsoft.comN Shankar, S Owre... - 2011 - research.microsoft.com
... Jan 7, 2011 1This work was funded by DARPA's Machine Reading programme and National
Science Foundation Grant CSR-EHCS(CPS)-0834810. The views and opinions expressed
are not necessarily those of DARPA or NSF. Page 2. Farewell, Michel ...
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[PDF] Local and global algorithms for disambiguation to Wikipedia
[PDF] from illinois.eduL Ratinov, D Roth, D Downey... - Proc. of the Annual ..., 2011 - cogcomp.cs.illinois.edu
Page 1. ACL'11 Local and Global Algorithms for Disambiguation to Wikipedia Lev Ratinov 1 Dan
Roth1 Doug Downey2 Mike Anderson3 1University of Illinois at Urbana-Champaign
{ratinov2|danr}@uiuc.edu 2Northwestern University ddowney@eecs.northwestern.edu ...
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[PDF] Event extraction as dependency parsing for bionlp 2011
[PDF] from rug.nlD McClosky, M Surdeanu... - ACL HLT 2011, 2011 - acl.eldoc.ub.rug.nl
... discussions. We gratefully acknowledge the sup- port of the Defense Advanced
Research Projects Agency (DARPA) Machine Reading Program under Air Force
Research Laboratory (AFRL) prime con- tract no. FA8750-09-C-0181. ...
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[PDF] Adapting to Trends in Language Resource Development: A Progress Report on LDC Activities
[PDF] from ffzg.hrC Cieri... - ... of the Seventh International Conference on ..., 2010 - hnk.ffzg.hr
... DARPA Machine Reading makes knowledge in natural language text available for automated
processing with little human intervention. Machines learn to read from few examples and read
to learn in order to answer questions and perform reasoning tasks. ...
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[PDF] Learning to win by reading manuals in a monte-carlo framework
[PDF] from panmind.comSRK Branavan, D Silver... - Proceedings of ACL, 2011 - panmind.com
Page 1. Learning to Win by Reading Manuals in a Monte-Carlo Framework SRK Branavan
David Silver * Regina Barzilay Computer Science and Artificial Intelligence Laboratory
Massachusetts Institute of Technology {branavan, regina}@csail.mit.edu ...
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Document analysis issues in reading optical scan ballots
[PDF] from psu.eduD Lopresti, G Nagy... - ... of the 9th IAPR International Workshop ..., 2010 - dl.acm.org
... Undetected failures in the machine-reading of ballots. ... Daniel Lopresti also ac- knowledges
support from a DARPA IPTO grant adminis- tered by Raytheon BBN Technologies, and George
Nagy acknowledges NSF support under award NSF-044114854. ...
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The Linguisticality of Understanding: Thoughts on Representation and Comprehension in Machine Translation and Intelligent Decision Support
R Bolia... - Intelligent Systems, IEEE, 2011 - ieeexplore.ieee.org
... common sense facts in a crowd&sourced manner that might be able to capture such knowledge.
These include the DARPA Machine Reading Program and the open domain information extraction
work being done in the KnowItAll Project and related projects at ...
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Prismatic: Inducing knowledge from a large scale lexicalized relation resource
[PDF] from rug.nlJ Fan, D Ferrucci, D Gondek... - Proceedings of the NAACL ..., 2010 - dl.acm.org
... eg, Solid, Animate), *Research supported in part by Air Force Contract FA8750-
09-C-0172 under the DARPA Machine Reading Program consequently they do not
suffice for cases such as the previous example. We would like ...
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A multi-pass sieve for coreference resolution
[PDF] from surdeanu.nameK Raghunathan, H Lee, S Rangarajan... - Proceedings of the ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural Language
Processing, pages 492-501, MIT, Massachusetts, USA, 9-11 October 2010. cO2010 Association
for Computational Linguistics A Multi-Pass Sieve for Coreference Resolution ...
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[PDF] Learning continuous phrase representations and syntactic parsing with recursive neural networks
[PDF] from stanford.eduR Socher, CD Manning... - ... of the NIPS-2010 Deep Learning ..., 2010 - nlp.stanford.edu
... Acknowledgments We gratefully acknowledge the support of the Defense Advanced
Research Projects Agency (DARPA) Machine Reading Program under Air Force
Research Laboratory (AFRL) prime contract no. FA8750-09-C-0181. ...
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[PDF] The Taming of Reconcile as a Biomedical Coreference Resolver
[PDF] from rug.nlY Kim, E Riloff... - ACL HLT 2011, 2011 - acl.eldoc.ub.rug.nl
... and gratefully acknowledge the support of the National Science Foundation under grants
IIS-1018314 and DBI- 0849977 and the Defense Advanced Research Projects Agency (DARPA)
Machine Reading Program under Air Force Research Laboratory (AFRL) prime contract no ...
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Using Part-Of Relations for Discovering Causality
[PDF] from isi.eduR Mulkar-Mehta, C Welty, JR Hobbs... - Proceedings of the Twenty- ..., 2011 - aaai.org
... Acknowledgements This research was supported by the Defense Advanced Re- search
Projects Agency (DARPA) Machine Reading Pro- gram under Air Force Research
Laboratory (AFRL) prime contract no. FA8750-09-C-0172. ...
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Unified perception-prediction model for context aware text recognition on a heterogeneous many-core platform
Q Qiu, Q Wu... - Neural Networks (IJCNN), The ..., 2011 - ieeexplore.ieee.org
... In 2009, DARPA launched the Machine Reading program to develop a universal text-to ... While
the machine reading system bridges the gap between natural language and artificial intelligence,
another ... Qing Wu is with USAF AFMC AFRL/RITC, 525 Brooks Road Rome, NY 13441 ...
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[PDF] SampleRank: training factor graphs with atomic gradients
[PDF] from selu.eduM Wick, K Rohanimanesh, K Bellare, A Culotta... - Proceedings of ..., 2011 - selu.edu
Page 1. SampleRank: Training Factor Graphs with Atomic Gradients Michael Wick
MWICK@CS.UMASS.EDU University of Massachusetts Khashayar Rohanimanesh
KROHANIMANESH@EBAY.COM eBay Research Labs Kedar Bellare KEDARB@CS.UMASS. ...
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[PDF] Parsing Natural Scenes and Natural Language with Recursive Neural Networks
[PDF] from socher.orgR Socher, CC Lin, AY Ng... - International Conference on ..., 2011 - socher.org
... Acknowledgements We gratefully acknowledge the support of the Defense Advanced
Research Projects Agency (DARPA) Machine Reading Program under Air Force
Research Laboratory (AFRL) prime contract no. FA8750 ...
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Coreference resolution with reconcile
[PDF] from aclweb.orgV Stoyanov, C Cardie, N Gilbert, E Riloff... - Proceedings of the ACL ..., 2010 - dl.acm.org
... the Computing Research Association for the CIFellows Project, Lawrence Livermore National
Laboratory subcontract B573245, Department of Homeland Security Grant N0014-07-1-0152,
and Air Force Contract FA8750-09-C-0172 under the DARPA Machine Reading Program ...
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Collective cross-document relation extraction without labelled data
[PDF] from aclweb.orgL Yao, S Riedel... - Proceedings of the 2010 Conference on ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, pages 1013-1023, MIT, Massachusetts, USA, 9-11 October
2010. cO2010 Association for Computational Linguistics Collective ...
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Efficient Methods for Lifted Inference with Aggregate Factors
[PDF] from sri.comJ Choi, R de Salvo Braz... - Twenty-Fifth AAAI Conference on ..., 2011 - aaai.org
Page 1. Efficient Methods for Lifted Inference with Aggregate Factors Jaesik Choi
Computer Science Department University of Illinois at Urbana-Champaign Urbana,
IL 61801, USA Rodrigo de Salvo Braz and Hung H. Bui Artificial ...
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Modeling the Evolution of Knowledge
[PDF] from northwestern.eduA Sharma... - 2010 - aaai.org
... In the final section, we summarize our main conclusions. Related Work A number
of researchers have worked on Learning by Reading and Machine Reading systems. ...
The DARPA High- Performance Knowledge Bases Project. ...
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Improving the quality of text understanding by delaying ambiguity resolution
[PDF] from aclweb.orgDS Kim, K Barker... - ... of the 23rd International Conference on ..., 2010 - dl.acm.org
... 12 Acknowledgement Support for this research was provided in part by Air Force Contract
FA8750-09-C-0172 under the DARPA Machine Reading Program 588 Page 9. References
Alshawi, Hiyan and Richard S. Crouch. 1992. Mono- tonic semantic interpretation. ...
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[PDF] Toward Interactive Training and Evaluation
[PDF] from umass.eduG Druck... - 2011 - cs.umass.edu
Page 1. Toward Interactive Training and Evaluation Gregory Druck University of
Massachusetts Amherst gdruck@cs.umass.edu Andrew McCallum University of
Massachusetts Amherst mccallum@cs.umass.edu ABSTRACT ...
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[PDF] Elaborating a knowledge base for deep lexical semantics
[PDF] from aclweb.orgN Montazeri... - ... of the Ninth International Conference on ..., 2011 - aclweb.org
... 1This research was supported in part by the Defense Advanced Research Projects Agency
(DARPA) Machine Reading Program under Air Force Research Laboratory (AFRL) prime contract
no. FA8750-09-C-0172, and in part by the Office of Naval Research under contract no. ...
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Semantic role labeling for open information extraction
[PDF] from aclweb.orgJ Christensen, S Soderland, O Etzioni - ... of the NAACL HLT 2010 First ..., 2010 - dl.acm.org
... Abstract Open Information Extraction is a recent paradigm for machine reading from arbitrary
text. ... The grand challenge of Machine Reading (Etzioni et al., 2006) requires, as a key step, a
scalable system for extracting information from large, het- erogeneous, unstructured text. ...
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Towards learning rules from natural texts
[PDF] from rug.nlJR Doppa, M NasrEsfahani, MS Sorower... - Proceedings of the ..., 2010 - dl.acm.org
... expressed in this material are those of the author(s) and do not necessarily reflect the views of
the DARPA, or the Air Force Research Laboratory (AFRL). ... A third instance of machine reading
is to generalize the facts extracted from the text to learn more general knowl- edge. ...
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Joint entity and relation extraction using card-pyramid parsing
[PDF] from aclweb.orgRJ Kate... - Proceedings of the Fourteenth Conference on ..., 2010 - dl.acm.org
Page 1. Proceedings of the Fourteenth Conference on Computational Natural Language Learning,
pages 203-212, Uppsala, Sweden, 15-16 July 2010. cO2010 Association for Computational
Linguistics Joint Entity and Relation Extraction using Card-Pyramid Parsing ...
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[PDF] Selective block minimization for faster convergence of limited memory large-scale linear models
[PDF] from illinois.eduKW Chang... - Proceedings of the Seventeenth ACM ..., 2011 - cogcomp.cs.illinois.edu
Page 1. KDD'11 Selective Block Minimization for Faster Convergence of Limited Memory
Large-Scale Linear Models Kai-Wei Chang and Dan Roth Dept. of Computer Science University
of Illinois at Urbana-Champaign, IL USA {kchang10, danr}@illinois.edu ...
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Open Information Extraction: The Second Generation
[PDF] from washington.eduO Etzioni, A Fader, J Christensen... - ... Joint Conference on ..., 2011 - aaai.org
... In 2006, we wrote: "The time is ripe for the AI community to set its sights on Machine
Reading-the automatic, unsupervised understanding of text." [Etzioni et al., 2006].
In response to the challenge of Machine Reading, we have ...
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Learning Temporal Information for States and Events
[PDF] from isi.eduZ Kozareva... - Semantic Computing (ICSC), 2011 Fifth ..., 2011 - ieeexplore.ieee.org
... But all of them can be useful for tasks in Information Extraction, Textual Entailment, and
Machine Reading. ... ACKNOWLEDGMENTS We acknowledge the support of DARPA
contract number FA8750-09-C-3705 and NSF grant IIS-0429360. ...
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[PDF] Peeling back the layers: detecting event role fillers in secondary contexts
[PDF] from ffzg.hrR Huang... - Proceedings of the 49th Annual Meeting of the ..., 2011 - hnk.ffzg.hr
Page 1. Proceedings of the 49th Annual Meeting of the Association for Computational
Linguistics, pages 1137-1147, Portland, Oregon, June 19-24, 2011. cO2011
Association for Computational Linguistics Peeling Back the ...
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[PDF] Fast and robust joint models for biomedical event extraction
[PDF] from aclweb.orgS Riedel... - Proceedings of the Conference on Empirical ..., 2011 - aclweb.org
Page 1. Proceedings of the 2011 Conference on Empirical Methods in Natural Language
Processing, pages 1-12, Edinburgh, Scotland, UK, July 27-31, 2011. c 2011 Association for
Computational Linguistics Fast and Robust Joint Models for Biomedical Event Extraction ...
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[PDF] Full Spectrum: The Military Invasion of Anthropology
[PDF] from rutgers.eduRB Ferguson... - 2010 - andromeda.rutgers.edu
... Among them, the Defense Advanced Research Projects Agency, (DARPA, the people who gave
us the M-16, drone aircraft, and the internet [Lai 2006:7]), is exploring the potential of neuroscience
research and development and its applications to understanding human ...
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Affordable emerging computer hardware for neuromorphic computing applications
M Bishop, MJ Moore, DJ Burns... - ... (IJCNN), The 2010 ..., 2010 - ieeexplore.ieee.org
... An N dimensional BSB function can separate M basin points, where M is 15% of N. The model
has many applications including machine reading, author ID ... The system middleware used for
this, a version of 181 developed at AFRL/RI, performed well within efficiency needs. ...
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English Access to Structured Data
[PDF] from sri.comKD Richardson, DG Bobrow... - ... (ICSC), 2011 Fifth ..., 2011 - ieeexplore.ieee.org
... 23]. In the DARPA-sponsored Machine Reading project, an ontology has been
provided (encoded in RDF) dealing with terrorists and events in which they may
be involved (demonstrations, bombings and killings). We used ...
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Tuffy: scaling up statistical inference in Markov logic networks using an RDBMS
[PDF] from arxiv.orgF Niu, C Ré, AH Doan... - Proceedings of the VLDB Endowment, 2011 - dl.acm.org
... find- ings, and conclusion or recommendations expressed in this material are those of the authors
and do not necessarily re- flect the view of DARPA, AFRL, or the ... Our interest in MLNs stems from
our involvement in a DARPA project called "Machine Reading." The grand ...
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Large scale relation detection
[PDF] from aclweb.orgC Welty, J Fan, D Gondek... - ... of the NAACL HLT 2010 First ..., 2010 - dl.acm.org
... Ultimately we de- fine reading as representing natural language text in * Research supported
in part by DARPA MRP Grant FA8750-09-C0172 ... One of the central tenets of our machine reading
system is the notion that reading is not performed on sentences in isolation. ...
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Misidentification's Promise: the Turing Test in Weizenbaum, Powers, and Short
J Rhee - Postmodern Culture, 2011 - muse.jhu.edu
... Psychotherapy. Boston: Houghton Mifflin Company, 1961. Print. Roland, Alex, and Philip
Shiman. Strategic Computing: DARPA and the Quest for Machine Intelligence,
1983-1993. Cambridge: The MIT Press, 2002. Print. Sack, Warren. ...
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[PDF] Event discovery in social media feeds
[PDF] from aria42.comE Benson, A Haghighi... - The 49th Annual Meeting of the ..., 2011 - aria42.com
Page 1. Event Discovery in Social Media Feeds Edward Benson, Aria Haghighi, and Regina
Barzilay Computer Science and Artificial Intelligence Laboratory Massachusetts Institute
of Technology {eob, aria42, regina}@csail.mit.edu Abstract ...
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On dual decomposition and linear programming relaxations for natural language processing
[PDF] from mit.eduAM Rush, D Sontag, M Collins... - Proceedings of the 2010 ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural Language
Processing, pages 1-11, MIT, Massachusetts, USA, 9-11 October 2010. cO2010 Association
for Computational Linguistics On Dual Decomposition and Linear Programming Relaxations ...
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Using semantic cues to learn syntax
[PDF] from mit.eduT Naseem... - Proceedings of AAAI, 2011 - aaai.org
... structure. Acknowledgements The authors acknowledge the support of Defense
Advanced Research Projects Agency (DARPA) Machine Reading Pro- gram under
Air Force Research Laboratory (AFRL) prime contract no. FA8750 ...
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Abductive plan recognition by extending Bayesian logic programs
[PDF] from utexas.eduS Raghavan... - Machine Learning and Knowledge Discovery in ..., 2011 - Springer
Page 1. Abductive Plan Recognition by Extending Bayesian Logic Programs Sindhu Raghavan
and Raymond J. Mooney Department of Computer Science, University of Texas, 1616 Guadalupe,
Suite 2.408, Austin TX 78701, USA {sindhu,mooney}@cs.utexas.edu Abstract. ...
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Learning 5000 relational extractors
[PDF] from washington.eduR Hoffmann, C Zhang... - ... of the 48th Annual Meeting of the ..., 2010 - dl.acm.org
Page 1. Proceedings of the 48th Annual Meeting of the Association for Computational
Linguistics, pages 286-295, Uppsala, Sweden, 11-16 July 2010. cO2010 Association
for Computational Linguistics Learning 5000 Relational Extractors ...
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[PDF] In-domain relation discovery with meta-constraints via posterior regularization
[PDF] from aclweb.orgH Chen, E Benson, T Naseem... - Proceedings of ACL, 2011 - aclweb.org
Page 1. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics,
pages 530-540, Portland, Oregon, June 19-24, 2011. cO2011 Association for Computational
Linguistics In-domain Relation Discovery with Meta-constraints ...
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[PDF] Exploiting syntacticosemantic structures for relation extraction
[PDF] from aclweb.orgY Chan... - Proceedings of the 49th Annual Meeting of the ..., 2011 - aclweb.org
Page 1. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics,
pages 551-560, Portland, Oregon, June 19-24, 2011. cO2011 Association for Computational
Linguistics Exploiting Syntactico-Semantic Structures for Relation Extraction ...
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Dual decomposition for parsing with non-projective head automata
[PDF] from aclweb.orgT Koo, AM Rush, M Collins, T Jaakkola... - Proceedings of the 2010 ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, pages 1288-1298, MIT, Massachusetts, USA, 9-11 October
2010. cO2010 Association for Computational Linguistics Dual ...
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Ask not what textual entailment can do for you...
M Sammons, VG Vydiswaran... - ... of the 48th Annual Meeting of ..., 2010 - dl.acm.org
... Recent "grand challenges" such as Learning by Reading, Learning To Read, and Machine
Reading are prompting more careful thought about the way these tasks relate, and what tasks
must be solved in order to understand text sufficiently well to re- liably reason with it. ...
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Inducing domain-specific semantic class taggers from (almost) nothing
[PDF] from utah.eduR Huang... - Proceedings of the 48th Annual Meeting of the ..., 2010 - dl.acm.org
Page 1. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics,
pages 275-285, Uppsala, Sweden, 11-16 July 2010. cO2010 Association for Computational
Linguistics Inducing Domain-specific Semantic Class Taggers from (Almost) Nothing ...
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[PDF] Assessing benefit from feature feedback in active learning for text classification
[PDF] from cmu.eduS Arora... - Proceedings of the Fifteenth Conference on ..., 2011 - cs.cmu.edu
... Acknowledgments We thank Carolyn P. Rosé, Omid Madani, Hema Raghavan, Jaime Carbonell,
Pinar Donmez and Chih-Jen Lin for helpful discussions, and the re- viewers for their feedback.
This work is supported by DARPA's Machine Reading program under con- trac
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The necessity of combining adaptation methods
[PDF] from rug.nlMW Chang, M Connor... - ... of the 2010 Conference on Empirical ..., 2010 - dl.acm.org
Page 1. Proceedings of the 2010 Conference on Empirical Methods in Natural Language
Processing, pages 767-777, MIT, Massachusetts, USA, 9-11 October 2010. cO2010 Association
for Computational Linguistics The Necessity of Combining Adaptation Methods ...
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Felix: Scaling Inference for Markov Logic with an Operator-based Approach
[PDF] from arxiv.orgF Niu, C Zhang, C Ré... - Arxiv preprint arXiv:1108.0294, 2011 - arxiv.org
... data in a single language. We focus on one such framework, called Markov Logic Networks, that
we have been using for almost two years as part of a DARPA five-year grand-challenge called
Machine Reading, whose goal is to capture knowledge expressed in free-form text. ...
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Semantic enrichment of text with background knowledge
[PDF] from aclweb.orgA Penas... - Proceedings of the NAACL HLT 2010 First ..., 2010 - dl.acm.org
... We acknowledge the support of DARPA contract number: FA8750-09-C-0172. 22 Page 9.
References ... Building Models by Reading Texts. Invited talk at the AAAI 2007 Spring Symposium
on Machine Reading, Stanford University. 3. Clark, P. and Harrison, P. 2009. ...
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Supporting rule-based representations with corpus-derived lexical information
[PDF] from rug.nlA Zaenen, C Condoravdi, DG Bobrow... - Proceedings of the ..., 2010 - dl.acm.org
... 1 Introduction Machine Reading requires a level of Natural Language Processing that allows
direct infer- ences to be drawn from the processed texts. ... This material is based in part upon work
sup- ported by the Air Force Research Laboratory (AFRL) under prime contract no. ...
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Optical 3D Deformation and Strain Measurement
J Tyson - Pumps and Pipes, 2011 - Springer
... The industry is only just beginning to really understand it. The ARAMIS system connects to the
testing machine, reading the load and displacement of the crosshead (8 A/D channels), and its
data collection is fully programmable (re: image every 100 lbs). ... Courtesy of AFRL. ...
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Readability annotation: replacing the expert by the crowd
[PDF] from rug.nlP van Oosten... - Proceedings of the 6th Workshop on ..., 2011 - dl.acm.org
... Recently, an evaluation was designed by LDC in the framework of the DARPA Machine
Reading Program (Kate et al., 2010). For this purpose a more general corpus was assembled
which was not tailored to a specific audience, genre or domain. ...
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[PDF] Inference Protocols for Coreference Resolution
[PDF] from aclweb.orgKWCR Samdani, ARN Rizzolo... - CoNLL 2011, 2011 - aclweb.org
... system. Acknowledgments This research is supported by the Defense Advanced
Research Projects Agency (DARPA) Machine Reading Pro- gram under Air Force
Research Laboratory (AFRL) prime contract no. FA8750-09 ...
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SoftwIre Integration-An Onto-Neural Perspective
H Ludolph, P Kropf... - E-Technologies: Transformation in a ..., 2011 - Springer
... Interaction. IGI Global (2008) 10. DARPA: Darpa-baa-09-03 machine reading broad
agency announcement (baa). Online (November 2008) 11. Jones, TM: Artificial
Intelligence - A Systems Approach. Infinity Science Press (2008) 12. ...
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Privacy-Invasive Technologies and Their Origins
J Harper - Privacy in America: Interdisciplinary Perspectives, 2011 - books.google.com
... Licklider was the first head of the computer research program at ARPA, the US Defense
Department's Advanced Research Projects Agency, starting in October 1962. While at DARPA
he convinced his successors of the importance of this networking concept. ...
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Generalized Expectation Criteria for Lightly Supervised Learning
[PDF] from umass.eduG Druck - 2011 - scholarworks.umass.edu
... This work was sup- ported in part by the Center for Intelligent Information Retrieval, in part by
Defense Advanced Research Projects Agency (DARPA) Machine Reading Program under Air
Force Research Laboratory (AFRL) prime contract no. FA8750-09-C-0181, in part by v ...
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[BOOK] Programmed visions: Software and memory
WHK Chun - 2011 - books.google.com
Page 1. Wendy Hui Kyong Chun Software and Memory Page 2. Programmed Visions
Page 3. Software Studies Matthew Fuller, Lev Manovich, and Noah Wardrip-Fruin,
editors Expressive Processing: Digital Fictions, Computer ...
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A Multi-Answer Character Recognition Method and Its Implementation on a High-Performance Computing Cluster
[PDF] from thinkmind.orgQ Wu, M Bishop, R Pino... - ... COMPUTING 2011, The ..., 2011 - thinkmind.org
... The goal of our research at AFRL is to develop a high- performance text recognition software
tool that is highly reliable and robust for noisy or occluded text images. The multi-answer character
recognition method introduced in this paper is an essential component of the project. ...
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[PDF] Coreference: Theory, Annotation, Resolution and Evaluation
[PDF] from ub.eduMR Potau - 2010 - stel.ub.edu
... Coref- erence links are also useful for other tasks like sentiment analysis (Nicolov et al., 2008),
textual entailment (Mirkin et al., 2010; Abad et al., 2010), citation matching and databases (Wick
et al., 2009), machine reading (Poon et al., 2010), for learn- ing narrative schemas ...
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Modélisation d'une ontologie de domaine et des outils d'extraction de l'information associés pour l'anglais et le français
[PDF] from cnrs.frL Serrano - 2010 - dumas.ccsd.cnrs.fr
... La DARPA a également initié le " Machine Reading Program " (MRT) : projet visant à construire
un système universel de lecture de texte capable d'extraire automatiquement la connaissance
du langage naturel pour la transformer en représentation formelle. ...
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ESTUDO DO SISTEMA DE DETECÇÃO DE INTRUSOS SNORT
[PDF] from iesam-pa.edu.brGE RODRIGUES, K DUARTE ARAÚJO... - ... de Computação em ..., 2010 - iesam-pa.edu.br
Page 1. Page 2. INSTITUTO DE ESTUDOS SUPERIORES DA AMAZÔNIA - IESAM ENGENHARIA
DA COMPUTAÇÃO GILKA ERIDA RODRIGUES KLEYDILÉIA DUARTE ARAÚJO ESTUDO DO
SISTEMA DE DETECÇÃO DE INTRUSOS SNORT BELÉM - PARÁ 2005 Page 3. ...
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[PDF] Provability-Based Semantic Interoperability for Information Sharing and Joint Reasoning
[PDF] from rpi.eduA Shilliday, J Taylor, M Clark... - Proceeding of the 2010 ..., 2010 - kryten.mm.rpi.edu
... Results of this sponsorship include the DARPA Agent Markup Language (DAML) [22] for the
markup of information, DAML+OIL [23] for describing ontologies, and the IKRIS Knowledge
Language (IKL) [3] for describing relationships between, and exchanging information among ...
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