J. William Murdock

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 8

Top Topics

Dialogue System

Question Answering

Unstructured Information

Top Venues

NAACL-HLT (Industry Papers)

EMNLP/IJCNLP (3)

Publications

G. P. Shrivatsa Bhargav, Sumit Neelam, Udit Sharma, Shajith Ikbal, Dheeraj Sreedhar, Hima Karanam, Sachindra Joshi, Pankaj Dhoolia, Dinesh Garg, Kyle Croutwater, Haode Qi, Eric Wayne, J. William Murdock
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants. CoRR (2024)
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems. NAACL-HLT (Industry Papers) (2022)
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems. CoRR (2022)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
ARES: A Reading Comprehension Ensembling Service. EMNLP (Demos) (2020)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. CoRR (2019)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. EMNLP/IJCNLP (3) (2019)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
Ensembling Strategies for Answering Natural Questions. CoRR (2019)
Adam Lally, Sugato Bagchi, Michael Barborak, David W. Buchanan, Jennifer Chu-Carroll, David A. Ferrucci, Michael R. Glass, Aditya Kalyanpur, Erik T. Mueller, J. William Murdock, Siddharth Patwardhan, John M. Prager
WatsonPaths: Scenario-Based Question Answering and Inference over Unstructured Information. AI Mag. 38 (2) (2017)
Chris Welty, J. William Murdock, Aditya Kalyanpur, James Fan
A Comparison of Hard Filters and Soft Evidence for Answer Typing in Watson. ISWC (2) (2012)
Apoorv Agarwal, J. William Murdock, Jennifer Chu-Carroll, Adam Lally, Aditya Kalyanpur
Multi-Dimensional Feature Merger for Question Answering. COLING (2012)
J. William Murdock, Aditya Kalyanpur, Chris Welty, James Fan, David A. Ferrucci, David Gondek, Lei Zhang, Hiroshi Kanayama
Typing candidate answers using type coercion. IBM J. Res. Dev. 56 (3) (2012)
David Gondek, Adam Lally, Aditya Kalyanpur, J. William Murdock, Pablo Ariel Duboué, Lei Zhang, Yue Pan, Zhaoming Qiu, Chris Welty
A framework for merging and ranking of answers in DeepQA. IBM J. Res. Dev. 56 (3) (2012)
Aditya Kalyanpur, Branimir Boguraev, Siddharth Patwardhan, J. William Murdock, Adam Lally, Chris Welty, John M. Prager, Bonaventura Coppola, Achille Fokoue-Nkoutche, Lei Zhang, Yue Pan, Zhaoming Qiu
Structured data and inference in DeepQA. IBM J. Res. Dev. 56 (3) (2012)
J. William Murdock, James Fan, Adam Lally, Hideki Shima, Branimir Boguraev
Textual evidence gathering and analysis. IBM J. Res. Dev. 56 (3) (2012)
Jennifer Chu-Carroll, Eric W. Brown, Adam Lally, J. William Murdock
Identifying implicit relationships. IBM J. Res. Dev. 56 (3) (2012)
Michael C. McCord, J. William Murdock, Branimir Boguraev
Deep parsing in Watson. IBM J. Res. Dev. 56 (3) (2012)
Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, J. William Murdock, Dana S. Nau, Dan Wu, Fusun Yaman
SHOP2: An HTN Planning System CoRR (2011)
J. William Murdock
Structure Mapping for Jeopardy! Clues. ICCBR (2011)
Aditya Kalyanpur, J. William Murdock, James Fan, Christopher A. Welty
Leveraging Community-Built Knowledge for Type Coercion in Question Answering. ISWC (2) (2011)
David A. Ferrucci, Eric W. Brown, Jennifer Chu-Carroll, James Fan, David Gondek, Aditya Kalyanpur, Adam Lally, J. William Murdock, Eric Nyberg, John M. Prager, Nico Schlaefer, Christopher A. Welty
Building Watson: An Overview of the DeepQA Project. AI Mag. 31 (3) (2010)
Christopher A. Welty, J. William Murdock, James Fan
SemantiClean. Lang. Resour. Evaluation 42 (4) (2008)
J. William Murdock, Ashok K. Goel
Meta-case-based reasoning: self-improvement through self-understanding. J. Exp. Theor. Artif. Intell. 20 (1) (2008)
Bradley M. Andrews, James Fan, J. William Murdock, Chris Welty
COALA: A Tool for Inter-document Coreference Resolution Evaluation. AAAI Spring Symposium: Machine Reading (2007)
Julian Dolby, James Fan, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Li Ma, J. William Murdock, Kavitha Srinivas, Christopher A. Welty
Scalable Cleanup of Information Extraction Data Using Ontologies. ISWC/ASWC (2007)
J. William Murdock, Deborah L. McGuinness, Paulo Pinheiro da Silva, Christopher A. Welty, David A. Ferrucci
Explaining Conclusions from Diverse Knowledge Sources. ISWC (2006)
Christopher A. Welty, J. William Murdock
Towards Knowledge Acquisition from Information Extraction. ISWC (2006)
Aaron Kershenbaum, Achille Fokoue, Chintan Patel, Christopher A. Welty, Edith Schonberg, James J. Cimino, Li Ma, Kavitha Srinivas, Robert J. Schloss, J. William Murdock
A View of OWL From the Field: Use-cases and Experiences. OWLED (2006)
Jennifer Chu-Carroll, Guillermo A. Averboch, Pablo Ariel Duboué, David Gondek, J. William Murdock, John M. Prager, Paul Hoffmann, Janyce Wiebe
IBM in TREC 2006 Enterprise Track. TREC (2006)
J. William Murdock, Paulo Pinheiro da Silva, David A. Ferrucci, Christopher A. Welty, Deborah L. McGuinness
Encoding extraction as inferences. AAAI Spring Symposium: Metacognition in Computation (2005)
Anthony Levas, Gopal Pingali, Mark Podlaseck, J. William Murdock
Exploiting pervasive enterprise chronicles using unstructured information management. ICPS (2005)
Dana S. Nau, Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, Héctor Muñoz-Avila, J. William Murdock, Dan Wu, Fusun Yaman
Applications of SHOP and SHOP2. IEEE Intell. Syst. 20 (2) (2005)
J. William Murdock, David W. Aha, Len Breslow
Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach. ICCBR (2003)
J. William Murdock, Ashok K. Goel
Localizing Planning with Functional Process Models. ICAPS (2003)
Dana S. Nau, Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, J. William Murdock, Dan Wu, Fusun Yaman
SHOP2: An HTN Planning System. J. Artif. Intell. Res. 20 (2003)
J. William Murdock, David W. Aha, Len Breslow
Case-Based Argumentation via Process Models. FLAIRS Conference (2003)
J. William Murdock, Ashok K. Goel
Learning about Constraints by Reflection. Canadian Conference on AI (2001)
J. William Murdock, Ashok K. Goel, Michael J. Donahoo, Shamkant B. Navathe
A Framework for Method-Specific Knowledge Compilation from Databases. J. Intell. Inf. Syst. 17 (1) (2001)
J. William Murdock, Ashok K. Goel
Meta-case-Based Reasoning: Using Functional Models to Adapt Case-Based Agents. ICCBR (2001)
J. William Murdock, Ashok K. Goel
Towards Adaptive Web Agents. ASE (1999)
Gordon T. Shippey, J. William Murdock, Ashwin Ram
Pluto: Managing Multistrategy Learning through Planning. AAAI/IAAI (1998)
J. William Murdock, Ashok K. Goel, Michael J. Donahoo, Shamkant B. Navathe
Method-Specific Knowledge Compilation: Towards Practical Design Support Systems. AID (1998)
J. William Murdock, Gordon T. Shippey, Ashwin Ram
Case-Based Planning to Learn. ICCBR (1997)
Michael J. Donahoo, J. William Murdock, Ashok K. Goel, Shamkant B. Navathe, Edward Omiecinski
From Data to Knowledge: Method-Specific Transformations. ISMIS (1997)
Gregory D. Abowd, Ashok K. Goel, Dean F. Jerding, W. Michael McCracken, Melody M. Moore, J. William Murdock, Colin Potts, Spencer Rugaber, Linda M. Wills
MORALE. Mission ORiented Architectural Legacy Evolution. ICSM (1997)
Ashok K. Goel, J. William Murdock
Meta-Cases: Explaining Case-Based Reasoning. EWCBR (1996)
Ashok K. Goel, Andrés Gómez de Silva Garza, Nathalie Grué, J. William Murdock, Margaret M. Recker, T. Govindaraj
Towards Design Learning Environments - I: Exploring How Devices Work. Intelligent Tutoring Systems (1996)