ERIC FOSLER-LUSSIER

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(by subject)|(by year)

Topics

Automatic Speech Recognition: acoustic modeling | pronunciation modeling | language modeling | other ASR/Speech Processing topics
Spoken Dialogue Systems | Clinical Informatics | Natural Language Processing | Linguistics | Pedagogy

ASR Acoustic Modeling
Journal articles:

W. Hartmann, A. Narayanan, E. Fosler-Lussier, and D. Wang, "A Direct Masking Approach to Robust ASR," IEEE Transactions on Acoustics, Speech, and Language Processing, 21:10, pp 1993-2005, Oct 2013.

M.J.F. Gales, S. Watanabe, and E. Fosler-Lussier, "Structured Discriminative Models for Speech Recognition," Signal Processing Magazine, 29:6, pp 70-81, Nov. 2012.

I. Heintz, E. Fosler-Lussier, and C. Brew. "Discriminative Input Stream Combination for Conditional Random Field Phone Recognition," IEEE Transactions on Acoustics, Speech, and Language Processing, 17:8, pp 1533-1546, 2009.

J. Morris and E. Fosler-Lussier. "Conditional Random Fields for Integrating Local Discriminative Classifiers," IEEE Transactions on Acoustics, Speech, and Language Processing, 16:3, pp 617-628, March 2008.

Conference papers, technical reports:

D. Bagchi, M.I. Mandel, Z. Wang, Y. He, A. Plummer, E. Fosler-Lussier. "Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition". IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2015.

Y. He and E. Fosler-Lussier. "Segmental Conditional Random Fields with Deep Neural Networks as Acoustic Models for First-Pass Word Recognition," Interspeech 2015, Dresden, Germany, 2015.

K. Han, Y. He, D. Bagchi, E. Fosler-Lussier, and D. Wang. "Deep Neural Network Based Spectral Feature Mapping for Deep Neural Network Based Spectral Feature Mapping for Robust Speech Recognition," Interspeech 2015, Dresden, Germany, 2015.

R. Prabhavalkar, K. Livescu, E. Fosler-Lussier, J. Keshet, "Discriminative Articulatory Models for Spoken Term Detection in Low-Resource Conversational Settings," Proceedings of ICASSP, 2013.

W. Hartmann and E. Fosler-Lussier, "Improved Model Selection for the ASR-Driven Binary Mask," Interspeech 2012.

Y. He and E. Fosler-Lussier, "Efficient Segmental Conditional Random Fields for One-Pass Phone Recognition," Interspeech 2012.

W. Hartmann and E. Fosler-Lussier, "Investigations into the Incorporation of the Ideal Binary Mask in ASR," Proc. ICASSP, 2011.

R. Prabhavalkar, P. Jyothi, W. Hartmann, J. Morris and E. Fosler-Lussier, "Investigations into the Crandem Approach to Word Recognition," Proc. NAACL-HLT 2010.

R. Prabhavalkar and E. Fosler-Lussier, "Backpropagation Training for Multilayer Conditional Random Field Based Phone Recognition," Proc. ICASSP, 2010.

J. Morris and E. Fosler-Lussier, "CRANDEM: Conditional Random Fields for Word Recognition," Proceedings of Interspeech, Brighton, UK, 2009.

S. Dimopoulos, A. Potamianos, E. Fosler-Lussier, and C.-H. Lee, "Multiple time resolution analysis of speech signal using MCE training with application to speech recognition," Proc. ICASSP, 2009.

P. Mohapatra and E. Fosler-Lussier, "Investigations into phonological attribute classifier representations for CRF phone recognition," Proc. Interspeech, Brisbane, Australia, 2008.

P. Mohapatra and E. Fosler-Lussier, "Incorporating Suprasegmental Knowledge for Phone Recognition with Conditional Random Fields," ISCA Tutorial and Research Workshop on Speech Analysis and Processing for Knowledge Discovery, Aalborg, Denmark, 2008.

E. Fosler-Lussier and J. Morris, "CRANDEM systems: Conditional Random Field Acoustic Models for Hidden Markov Models," International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Las Vegas, Nevada, 2008.

I. Heintz, E. Fosler-Lussier, and C. Brew, "Latent Phonetic Analysis: Use of Singular Value Decomposition to Determine Features for CRF Phone Recognition," International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Las Vegas, Nevada, 2008.

C.-H. Lee, M. A. Clements, S. Dusan, E. Fosler-Lussier, K. Johnson, B.-H. Juang, and L. R. Rabiner, "An Overview on Automatic Speech Attribute Transcription (ASAT)," Proc. Interspeech, Antwerp, Belgium, 2007.

I. Bromberg, J. Morris, and E. Fosler-Lussier, "Joint versus independent phonological feature models within CRF phone recognition," NAACL-HLT (short paper session), Rochester, NY, 2007.

J. Morris and E. Fosler-Lussier, "Further experiments with detector-based conditional random fields in phonetic recognition," International Conference on Acoustic, Speech, and Signal Processing (ICASSP-2007), Honolulu, Hawaii, 2007.

J. Morris and E. Fosler-Lussier, "Combining phonetic attributes using conditional random fields," Proc. Interspeech, Pittsburgh, 2006.

Y. Wang and E. Fosler-Lussier, "Integrating phonetic boundary discrimination explicitly into HMM systems," Proc. Interspeech, Pittsburgh, 2006.

J. Morris and E. Fosler-Lussier. "Discriminative Phonetic Recognition with Conditional Random Fields," HLT-NAACL workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing, New York, 2006.

M. Rajamanohar and E. Fosler-Lussier, "An Evaluation of Hierarchical Articulatory Feature Detectors," IEEE Automatic Speech Recognition and Understanding Workkshop (ASRU 2005), San Juan, Puerto Rico, 2005.

ASR Pronunciation Modeling
Journal articles, book chapters, larger works:

Y. He, P. Baumann, H. Fang, B. Hutchinson, A. Jaech, M. Ostendorf, E. Fosler-Lussier, and J. Pierrehumbert, "Morphology-based Subword Modeling for Handling OOV Words in Keyword Search". IEEE/ACM Transactions on Audio, Speech, and Language Processing. 24:1, 79-92, 2016.

K. Livescu, P. Jyothi, E. Fosler-Lussier, "Articulatory Feature-Based Pronunciation Modeling". Computer Speech & Language. Vol. 36, 212-232, 2016.

K. Livescu, F. Rudzicz, E. Fosler-Lussier, M. Hasegawa-Johnson, J. Bilmes, "Speech Production in Speech Technologies: Introduction to the CSL Special Issue". Computer Speech & Language. Vol. 36, 165-172, 2016.

K. Livescu, E. Fosler-Lussier, and F. Metze, "Sub-word Modeling for Automatic Speech Recognition," Signal Processing Magazine, 29:6, pp 44-57, Nov. 2012.

E. Fosler-Lussier, W. Byrne, and D. Jurafsky, eds. Speech Communication Special Issue on Pronunciation Modeling and Lexicon Adaptation, 46:2, June 2005.

E. Fosler-Lussier, I. Amdal, and H.-K. J. Kuo. "A Framework for Predicting Speech Recognition Errors," Speech Communication issue on Pronunciation Modeling and Lexicon Adaptation, 46:2, pp. 153-170, 2005.

E. Fosler-Lussier. "A Tutorial on Pronunciation Modeling for Large Vocabulary Speech Recognition," in S. Renals and G. Grefenstette (eds), Text and Speech Triggered Information Access, pp 38-77, Springer Verlag, Berlin, 2003. (invited chapter)

I. Amdal and E. Fosler-Lussier, "Pronunciation Variation Modeling in Automatic Speech Recognition," Telektronikk, Telenor, 2.2003.

W. Byrne, E. Fosler-Lussier, and D. Jurafsky, eds. Proceedings of the ISCA Tutorial and Research Workshop on Pronunciation Modeling and Lexicon Adaptation in Spoken Language Technology, Estes Park, Colorado, 2002.

J. E. Fosler-Lussier. "Dynamic Pronunciation Models for Automatic Speech Recognition," Ph.D. thesis, University of California, Berkeley, 1999. Reprinted as International Computer Science Institute technical report TR-99-015.

E. Fosler-Lussier and N. Morgan. "Effects of Speaking Rate and Word Predictability on Conversational Pronunciations," Speech Communication 29:2-4, pp. 137--158, 1999.

Conference papers, technical reports:

E. Fosler-Lussier, P. Jyothi, J. Keshet, K. Livescu, R. Prabhavalkar, and H. Tang, "Discriminative learning with latent articulatory variables," Workshop on Speech Production in Automatic Speech Recognition, Lyon, France, 2013. (2pp abstract)

P. Jyothi, E. Fosler-Lussier, and K. Livescu, "Discriminative Training of WFST Factors with Application to Pronunciation Modeling," Proceedings of Interspeech, 2013.

P. Jyothi, E. Fosler-Lussier, and K. Livescu, "Discriminatively learning factorized finite state pronunciation models from dynamic Bayesian networks," Interspeech 2012.

R. Prabhavalkar, E. Fosler-Lussier, and K. Livescu, "A Factored Conditional Random Field Model for Articulatory Feature Forced Transcription," IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2011.

P. Jyothi, K. Livescu, and E. Fosler-Lussier, "Lexical Access Experiments with Context-Dependent Articulatory Feature-Based Models," Proc. ICASSP, 2011.

P. Jyothi and E. Fosler-Lussier, "A Comparison of Audio-free Speech Recognition Error Prediction Methods," Proceedings of Interspeech, Brighton, UK, 2009.

E. Fosler-Lussier. "Underspecified Feature Models for Pronunciation Variation in ASR," Keynote paper, ISCA Tutorial and Research Workshop on Speech Recognition and Intrinsic Variation, Toulouse, France, 2006.

E. Fosler-Lussier and C. A. Rytting. "A Cost-Benefit Analysis of Hybrid Phone-Manner Representations for ASR," Joint Conference on Human Language Technologies and Empirical Methods for Natural Language Processing, Vancouver, B.C., Canada, 2005. (bibtex)

E. Fosler-Lussier, C. A. Rytting, and S. Srinivasan. "Phonetic ignorance is bliss: Investigating the effects of phonetic information reduction on ASR performance," Proceedings of Interspeech, Lisbon Portugal, 2005.

E. Fosler-Lussier, I. Amdal, and H.-K. J. Kuo. "On the road to improved lexical confusability metrics," ISCA Tutorial and Research Workshop on Pronunciation Modeling and Lexicon Adaptation (PMLA-2002), Estes Park, Colorado, 2002.

M. Wester and E. Fosler-Lussier. "A comparison of data-derived and knowledge-based modeling of pronunciation variation," International Conference on Speech and Language Processing (ICSLP-2000), Beijing, China, 2000.

E. Fosler-Lussier. "Contextual word and syllable pronunciation models," International Workshop on Automatic Speech Recognition and Understanding (ASRU '99), Keystone, Colorado, 1999.

E. Fosler-Lussier. "Multi-level decision trees for static and dynamic pronunciation models," Sixth European Conference on Speech Communication and Technology (Eurospeech '99), Budapest, Hungary, 1999. Awarded ELSNET Prize for Best Student Paper in Linguistic Resource Issues

E. Fosler-Lussier, S. Greenberg, and N. Morgan. "Incorporating Contextual Phonetics into Automatic Speech Recognition," Invited paper for the symposium "The Phonetics of Spontaneous Speech," International Congress of Phonetic Sciences (ICPhS '99), San Francisco, California, 1999.

E. Fosler-Lussier and G. Williams, "Not just what, but also when: Guided automatic pronunciation modeling for Broadcast News," DARPA Hub4E Evaluation Workshop, 1999.

E. Fosler (talk). "Automatic learning of a model for word pronunciations: Status report," Conversational Speech Recognition Workshop: DARPA Hub~5E Evaluation, Baltimore, Maryland, 1997.

M. Weintraub, E. Fosler, C. Galles, Y.-H. Kao, S. Khudanpur, M. Saraclar, and S. Wegmann, "WS96 Project Report: Automatic Learning of Word Pronunciation from Data," in F. Jelinek, editor, 1996 Large Vocabulary Continuous Speech Recognition Summer Research Workshop Technical Reports, Chapter 3. Center for Language and Speech Processing, Johns Hopkins University, Research Notes No. 24, 1997.

E. Fosler, M. Weintraub, S. Wegmann, Y.-H. Kao, S. Khudanpur, C. Galles, M. Saraclar. "Automatic Learning of Word Pronunciations from Data," Invited paper, International Conference on Spoken Language Processing (ICSLP-96), Philadelphia, Pennsylvania, 1996.

G. Tajchman, E. Fosler, and D. Jurafsky. "Building Multiple Pronunciation Models for Novel Words using Exploratory Computational Phonology," Fourth European Conference on Speech Communication and Technology (Eurospeech '95), Madrid, Spain, 1995.

G. Tajchman, D. Jurafsky, and E. Fosler. "Learning Phonological Rule Probabilities from Speech Corpora with Exploratory Computational Phonology," Association for Computational Linguistics (ACL-95), Boston, Massachusetts, 1995.

Language Modeling
Conference papers, technical reports:

P. Jyothi and E. Fosler-Lussier, "Discriminative Language Modeling Using Simulated ASR Errors," Proc. Interspeech, 2010.

H.-K. Kuo, E. Fosler-Lussier, H. Jiang, and C.-H. Lee. "Discriminative Training of Language Models for Speech Recognition," International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, 2002.

R. Argiles Solsona, E. Fosler-Lussier, H.-K. Kuo, A. Potamianos and I. Zitouni. "Adaptive Language Models for Spoken Dialogue Systems," International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, 2002.

E. Fosler-Lussier and H.-K. J. Kuo. "Using Semantic Class Information for Rapid Development of Language Models within ASR Dialogue Systems," International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2001), Salt Lake City, Utah, 2001.

D. Jurafsky, C. Wooters, J. Segal, A. Stolcke, E. Fosler, G. Tajchman, and N. Morgan. "Using A Stochastic Context-Free Grammar as a Language Model for Speech Recognition," International Conference on Acoustic, Speech, and Signal Processing (ICASSP-95), Detroit, Michigan, 1995.

D. Jurafsky, C. Wooters, G. Tajchman, J. Segal, A. Stolcke, E. Fosler, and N. Morgan. "The Berkeley Restaurant Project," International Conference on Spoken Language Processing (ICSLP-94), Yokohama, Japan, 1994.

Other ASR/Speech Processing topics
Journal articles:

E. Fosler-Lussier, Y. He, P. Jyothi, and R. Prabhavalkar, "Conditional Random Fields in Speech, Audio and Language Processing," Proceedings of the IEEE, 101:5, pp 1054-1075, 2013.

A. J. Robinson, G. D. Cook, D. P. W. Ellis, E. Fosler-Lussier, S. J. Renals, and D. A. G. Williams. "Connectionist Speech Recognition of Broadcast News," Speech Communication 37:1-2, DARPA Broadcast News special issue, pp. 27--45, 2002.

Conference papers, technical reports:

S. Xu, E. Fosler-Lussier, "A WFST Framework for Single-Pass Multi-Stream Decoding". Interspeech, 2016.

B. Dorr, L. Galescu, I. Perera, K. Hollingshead-Seitz, D. Atkinson, M. Clark, W. Clancey, Y. Wilks, and E. Fosler-Lussier. "Speech Adaptation in Extended Ambient Intelligence Environments," Proc. of the Annual Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Austin, TX, 2015.

H. Su, J. Hieronymus, Y. He, E. Fosler-Lussier, and S. Wegmann, "Syllable Based Keyword Search: Transducing Syllable Lattices to Word Lattices," IEEE Spoken Language Technology Workshop (SLT 2014), South Lake Tahoe, NV, 2014.

F. Metze, E. Riebling, E. Fosler-Lussier, A. Plummer, and R. Bates. "The Speech Recognition Virtual Kitchen Turns One," Proceedings of Interspeech Show and Tell Session, 2015.

A. Plummer, E. Riebling, A. Kumar, F. Metze, E. Fosler-Lussier, and R. Bates, "Speech Recognition Virtual Kitchen: Launch Party," Proceedings of Interspeech Show and Tell Session, 2014.

Y. He, B. Hutchinson, P. Baumann, M. Ostendorf, E. Fosler-Lussier, and J. Pierrehumbert, "Subword-based modeling for handling OOV words in keyword spotting," ICASSP 2014.

F. Metze, E. Fosler-Lussier, and R. Bates, "The Speech Recognition Virtual Kitchen," Proceedings of Interspeech Show and Tell Session, 2013.

R. Prabhavalkar, J. Keshet, K. Livescu, and E. Fosler-Lussier, "Discriminative Spoken Term Detection with Limited Data," Symposium on Machine Learning in Speech and Language Processing (MLSLP), 2012.

F. Metze and E. Fosler-Lussier, "The Speech Recognition Virtual Kitchen: An Initial Prototype," Demo Session, Interspeech 2012.

W. Hartmann and E. Fosler-Lussier, "ASR-Driven Top-Down Binary Mask Estimation Using Spectral Priors," Proc. ICASSP, 2012.

A. Narayanan, X. Zhao, D. Wang, and E. Fosler-Lussier, "Robust Speech Recognition using Multiple Prior Models for Speech Reconstruction," Proc. ICASSP, 2011.

J. Woodruff, R. Prabhavalkar, E. Fosler-Lussier, and D. Wang, "Combining Monaural and Binaural Evidence for Reverberant Speech Segregation," Proc. Interspeech, 2010.

D. Espinosa, M. White, E. Fosler-Lussier, and C. Brew, "Machine Learning for Text Selection with Expressive Unit-Selection Voices," Proc. Interspeech, 2010.

R. Prabhavalkar, Z. Jin, and E. Fosler-Lussier, "Monaural Segregation of Voiced Speech using Discriminative Random Fields," Proceedings of Interspeech, Brighton, UK, 2009.

G. Cook, J. Christie, D. Ellis, E. Fosler-Lussier, Y. Gotoh, B. Kingsbury, N. Morgan, S. Renals, T. Robinson, and G. Williams, "The SPRACH System for the Transcription of Broadcast News," DARPA Hub4E Evaluation Workshop, 1999.

N. Morgan, D. Ellis, E. Fosler-Lussier, A. Janin, and B. Kingsbury, "Reducing errors by increasing the error rate: MLP Acoustic Modeling for Broadcast News Transcription," DARPA Hub4E Evaluation Workshop, 1999.

N. Morgan and E. Fosler-Lussier. "Combining Multiple Estimators of Speaking Rate," International Conference on Acoustic, Speech, and Signal Processing (ICASSP-98), Seattle, Washington, 1998.

N. Morgan, E. Fosler, and N. Mirghafori. "Speech Recognition using On-line Estimation of Speaking Rate," Fifth European Conference on Speech Communication and Technology (Eurospeech '97), Rhodes, Greece, 1997.

N. Mirghafori, E. Fosler, and N. Morgan. "Towards Robustness to Fast Speech in ASR," International Conference on Acoustic, Speech, and Signal Processing (ICASSP-96), Atlanta, Georgia, 1996.

N. Mirghafori, E. Fosler, and N. Morgan. "Making Automatic Speech Recognition More Robust to Fast Speech," International Computer Science Institute Technical Report TR-95-067, Berkeley, California, 1995.

N. Mirghafori, E. Fosler, and N. Morgan. "Why Is ASR Harder For Fast Speech and What Can We Do About It?" Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU '95), Snowbird, Utah, 1995.

N. Mirghafori, E. Fosler, and N. Morgan. "Fast Speakers in Large Vocabulary Continuous Speech Recognition: Analysis & Antidotes," Fourth European Conference on Speech Communication and Technology (Eurospeech '95), Madrid, Spain, 1995.

Spoken Dialogue Systems
Journal articles, articles in collections:

Y. Ma and E. Fosler-Lussier. "Detecting 'Request Alternatives' User Dialog Acts from Dialog Context," in Situated Dialog in Speech-Based Human Computer Interaction, 97-102, Springer, 2016. (revised version)

E. Ammicht, E. Fosler-Lussier, and A. Potamianos. "Information Seeking Spoken Dialogue Systems -- Part I: Semantics and Pragmatics," IEEE Transactions on Multimedia, 9:3, pp 532-549, April 2007.

A. Potamianos, E. Fosler-Lussier, E. Ammicht, and M. Perakakis. "Information Seeking Spoken Dialogue Systems -- Part II: Multimodal Dialogue," IEEE Transactions on Multimedia, 9:3, pp 550-566, April 2007.

A. Pargellis, E. Fosler-Lussier, C.-H. Lee, A. Potamianos, and A. Tsai. "Automatic Induction of Semantic Classes for Spoken Dialogue Systems," Speech Communication, 43:3, pp 183-203, 2004.

Conference papers, technical reports:
Y. Ma, P. Crook, R. Sarikaya, and E. Fosler-Lussier. "Knowledge Graph Inference for Spoken Dialog Systems," Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 2015.

Y. Ma and E. Fosler-Lussier. "A Discriminative Sequence Model for Dialog State Tracking using User Goal Change Detection," IEEE Spoken Language Technology Workshop (SLT 2014), South Lake Tahoe, NV, 2014.

Y. Ma and E. Fosler-Lussier. "Detecting 'Request Alternatives' User Dialog Acts from Dialog Context," 5th International Workshop on Spoken Dialog Systems (IWSDS), Napa, CA, 2014.

E. Iosif, M. Giannoudaki, E. Fosler-Lussier and A. Potamianos. "Associative and Semantic Features Extracted From Web-Harvested Corpora," Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012), Istanbul, Turkey, 2012.

L. Stoia, D. Shockley, D. Byron, and E. Fosler-Lussier. "SCARE: A Situated Corpus with Annotated Referring Expressions," Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC 2008), Marrakech, Morroco, 2008.

L. Stoia, D. Byron, D. Shockley, and E. Fosler-Lussier. "Noun Phrase Generation for Situated Dialogs," International Natural Language Generation Conference, Sydney, Australia, 2006.

L. Stoia, D. Byron, D. Shockley, and E. Fosler-Lussier. "Sentence Planning for Realtime Navigational Instruction," Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL), Short paper session, New York, 2006.

D. Byron and E. Fosler-Lussier, "The OSU Quake 2004 corpus of two-party situated problem-solving dialogs," Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC 2006), Genoa, Italy, 2006.

S. Lee, E. Ammicht, E. Fosler-Lussier, H.-K. Kuo, and A. Potamianos, "Spoken Dialogue Evaluation for the Bell Labs Communicator System," Human Language Technologies Conference, San Diego, California, 2002.

M. Galley, E. Fosler-Lussier, and A. Potamianos. "Hybrid Natural Language Generation for Spoken Dialogue Systems," Seventh European Conference on Speech Communication and Technology (Eurospeech '01), Aalborg, Denmark, 2001.

E. Ammicht, A. Potamianos, and E. Fosler-Lussier. "Ambiguity Representation and Resolution in Spoken Dialogue Systems," Seventh European Conference on Speech Communication and Technology (Eurospeech '01), Aalborg, Denmark, 2001.

Clinical Informatics / NLP
Journal Articles

C. Shivade, P. Malewadkar, E. Fosler-Lussier, and A. Lai., "Comparison of UMLS Terminologies to Identify Risk of Heart Disease in Clinical Notes". Journal of Biomedical Informatics. 58 Suppl, S103-10, 2015. (revised, extended)

C. Shivade, C. Hebert, M. Lopetegui, M.C. de Marneffe, E. Fosler-Lussier, A. Lai, "Textual Inference for Eligibility Criteria Resolution in Clinical Trials". Journal of Biomedical Informatics. 58 Suppl, S211-8, 2015. (revised, extended)

C. Shivade, P. Raghavan, E. Fosler-Lussier, P. Embi, N. Elhadad, S. Johnson, and A. Lai. "A review of approaches to identifying patient phenotype cohorts using electronic health records," Journal of American Medical Informatics Association, 21:221-230, 2014.

Conference papers, technical reports:

C. Shivade, M.C. de Marneffe, E. Fosler-Lussier, A.M. Lai, "Identification, characterization, and grounding of gradable terms in clinical text," BioNLP, 2016.

D. Griffis, C. Shivade, E. Fosler-Lussier, A.M. Lai, "A quantitative and qualitative evaluation of sentence boundary detection for the clinical domain". AMIA Summits on Translational Science Proceedings, 2016.

C. Shivade, C. Hebert, K. Regan, E. Fosler-Lussier, A.M. Lai, "Automatic data source identification for clinical trial eligibility criteria resolution". AMIA Annual Symposium Proceedings, 2016.

C. Shivade, M. C. de Marneffe, E. Fosler-Lussier, and A. Lai. "Corpus-based discovery of semantic intensity scales," Proc. North American Association for Computational Linguistics Annual Meeting (NAACL), Denver, Colorado, 2015.

C. Shivade, M. C. de Marneffe, E. Fosler-Lussier, A. Lai. "Extending NegEx with Kernel Methods for Negation Detection in Clinical Text," Extra-Propositional Aspects of Meaning (ExProM) in Computational Linguistics Workshop, Denver, Colorado, 2015.

C. Shivade, P. Malewadkar, E. Fosler-Lussier, and A. Lai, "Comparison of UMLS Terminologies to Identify Risk of Heart Disease in Clinical Notes," Seventh i2b2 Shared Task and Workshop: Challenges in Natural Language Processing for Clinical Data (Oral Presentation), Washington DC, 2014.

C. Shivade, C. Hebert, M. Lopetegui, M.C. de Marneffe, E. Fosler-Lussier, A. Lai, "Towards Textual Inference for Eligibility Criteria Resolution in Clinical Trials," Seventh i2b2 Shared Task and Workshop: Challenges in Natural Language Processing for Clinical Data (Oral Presentation), Washington DC, 2014.

P. Raghavan, E. Fosler-Lussier, N. Elhadad, and A. Lai, "Cross-narrative Temporal Ordering of Medical Events," Association for Computational Linguistics Annual Meeting, 2014.

P. Raghavan, J. Chen, E. Fosler-Lussier, and A. Lai, "How essential are unstructured clinical narratives and information fusion to clinical trial recruitment?" AMIA Joint Summits on Translational Science, 2014.

P. Raghavan, E. Fosler-Lussier, and A. Lai, "Inter-Annotator Reliability of Medical Events, Coreferences and Temporal Relations in Clinical Narratives by Annotators with Varying Levels of Clinical Expertise," AMIA Annual Symposium, 2012.

P. Raghavan, E. Fosler-Lussier, and A. Lai, "Temporal Classification of Medical Events," BioNLP 2012.

P. Raghavan, E. Fosler-Lussier, and A. Lai, "Learning to Temporally Order Medical Events in Clinical Text," (Short Paper) Association for Computational Linguistics Annual Meeting (ACL 2012), 2012.

P. Raghavan, E. Fosler-Lussier, and A. Lai, "Exploring Semi-Supervised Coreference Resolution of Medical Concepts using Semantic and Temporal Features," North American Association for Computational Linguistics Annual Meeting - Human Language Technologies Conference (NAACL HLT 2012), 2012.

P. Raghavan, E. Fosler-Lussier, C. Brew, and A. Lai, "Medical Event Coreference Resolution using the UMLS Metathesaurus and Temporal Reasoning," ACM SIGHIT International Health Informatics Symposium, 2012.

General Natural Language Processing
Edited volumes

E. Fosler-Lussier, E. Riloff, and S. Bangalore, eds. Proceedings of the North American Association for Computational Linguistics Annual Meeting: Human Language Technologies Conference, Montreal, Canada, 2012.

Conference papers, technical reports:

J.K. Kim, M.C. de Marneffe, E. Fosler-Lussier, "Adjusting Word Embeddings with Semantic Intensity Orders", ACL 2016 workshop on Representation Learning for NLP (RepL4NLP). pp 62-69, 2016.

J. K. Kim, M. C. de Marneffe, E. Fosler-Lussier. "Neural word embeddings with multiplicative feature interactions for tensor-based compositions," Workshop on Vector Space Modeling for NLP, Denver, Colorado, 2015.

E. Jaffe, W. Schuler, M. White, E. Fosler-Lussier, A. Rosenfeld, and D. Danforth. "Interpreting Questions with a Log-Linear Ranking Model in a Virtual Patient Dialogue System," The 10th Workshop on Innovative Use of NLP for Building Educational Applications, Denver, Colorado, 2015.

W. Chen, E. Fosler-Lussier, N. Xiao, S. Raje, R. Ramnath, and D. Sui, "A Synergistic Framework for Geographic Question Answering," Seventh IEEE International Conference on Semantic Computing (ICSC 2013), Irvine, CA, 2013.

Y. Ma, R. Singh, E. Fosler-Lussier, and R. Lofthus, "Comparing human versus automatic feature extraction for fine-grained elementary readability assessment," NAACL HLT Workshop on Predicting and Improving Text Readability for Target Reader Populations, 2012.

Y. Ma, E. Fosler-Lussier, and R. Lofthus, "Ranking-based readability assessment for early primary children's literature," North American Association for Computational Linguistics Annual Meeting - Human Language Technologies Conference (NAACL HLT 2012), Short Paper Track, 2012.

T. Weale, C. Brew, and E. Fosler-Lussier, "Using the Wiktionary Graph Structure for Synonym Detection," in ACL-IJCNLP 2009 Workshop on Collaboratively Constructed Semantic Resources, Singapore, 2009.

E. Iosif, A. Tegos, A. Pangos, E. Fosler-Lussier, and A. Potamianos, "Unsupervised Combination of Metrics for Semantic Class Induction," IEEE/ACL 2006 Workshop on Spoken Language Technology (SLT 2006), Palm Beach, Aruba, 2006.

J. Li, C. Brew, and E. Fosler-Lussier, "Robust extraction of subcategorization data from spoken language," Proceedings of the Ninth International Workshop on Parsing Technology, 2005.

A. Pangos, E. Iosif, A. Potamianos, and E. Fosler-Lussier, "Combining Statistical Similarity Measures for Automatic Induction of Semantic Classes," IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2005), San Juan, Puerto Rico, 2005.

L. Stoia, T. Xu, D. Byron, and E. Fosler-Lussier, "Populating semantic classes using large-scale corpora", MEANING-05 Workshop, Trento, Italy, 2005.

M. Galley, K. McKeown, E. Fosler-Lussier, H. Jing. "Discourse Segmentation of Multi-party Conversation," Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics (ACL-03) Sapporo, Japan, July 2003.

H.-K. Kuo, C.-H. Lee, I. Zitouni, and E. Fosler-Lussier. "Minimum Verification Error Training for Topic Verification," International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2003), Hong Kong, China, 2003.

H.-K. Kuo, I. Zitouni, E. Fosler-Lussier, E. Ammicht, and C.-H. Lee. "Discriminative Training for Call Classification and Routing," International Conference on Spoken Language Processing (ICSLP-2002), Denver, Colorado, 2002.

A. Pargellis, E. Fosler-Lussier, and A. Tsai. "Using part-of-speech tags, context thresholding, and trigram contexts to improve the auto-induction of semantic classes," International Conference on Spoken Language Processing (ICSLP-2002), Denver, Colorado, 2002.

A. Pargellis, E. Fosler-Lussier, A. Potamianos, and C.-H. Lee. "A comparison of four metrics for auto-inducing semantic classes," IEEE Automatics Speech Recognition and Understanding Workshop (ASRU-2001), Trento, Italy, 2001.

A. Pargellis, E. Fosler-Lussier, A. Potamianos, and C.-H. Lee. "Metrics for Measuring Domain Independence of Semantic Classes," Seventh European Conference on Speech Communication and Technology (Eurospeech '01), Aalborg, Denmark, 2001.

P. Durston, M. Farrell, D. Attwater, J. Allen, H.-K. J. Kuo, M. Afify, E. Fosler-Lussier, C.-H. Lee. "OASIS Natural Language Call Steering Trial," Seventh European Conference on Speech Communication and Technology (Eurospeech '01), Aalborg, Denmark, 2001.

Linguistics
Journal articles:

C. A. Rytting, C. Brew, and E. Fosler-Lussier, "Segmenting words from natural speech: subsegmental variation in segmental cues," Journal of Child Language 37 (3), 513-543, 2010.

A. Bell, D. Jurafsky, E. Fosler-Lussier, C. Girand, M. Gregory, and D. Gildea. "Effects of disfluencies, predictability, and utterance position on word form variation in English conversation," Journal of the Acoustical Society of America 113:2, pp. 1001-1024, February, 2003.

Conference papers, technical reports, invited talks:

A. Plummer, M. Beckman, M. Belkin, E. Fosler-Lussier, and B. Munson, "Learning speaker normalization using semisupervised manifold alignment," Proc. Interspeech, 2010.

W. Hartmann and E. Fosler-Lussier, "Investigating phonetic information reduction and lexical confusability," Proceedings of Interspeech, Brighton, UK, 2009.

I. Heintz, M. Beckman, E. Fosler-Lussier, L. Ménard, "Evaluating parameters for mapping adult vowels to imitative babbling," Proceedings of Interspeech, Brighton, UK, 2009.

E. Fosler-Lussier, L. Dilley, N. Tyson, and M. Pitt, "The Buckeye Corpus of Speech: Updates and Enhancements," Proc. Interspeech, Antewerp, Belgium, 2007.

E. Fosler-Lussier (talk), "What speech technology can bring to information theory and phonology," Invited talk, Symposium on Information Theory and Phonology, Linguistic Society of America annual meeting, Albuquerque, NM, 2006.

E. Fosler-Lussier and K. Johnson (talk), "Pronunciation variation as a problem for lexical representation", Invited talk, Symposium on Phonetic Variation: What Does It Mean to Speakers and Listeners, Lingustic Society of America annual meeting, Albuquerque, NM, 2006.

C. Shih, G. Kochanski, E. Fosler-Lussier, M. Chan, and J.-H. Yuan. "Implications of Prosody Modeling for Prosody Recognition," ICSA Research and Tutorial Workshop on Prosody in Automatic Speech Recognition (PROSODY-2001), Red Bank, New Jersey, 2001.

S. Greenberg and E. Fosler-Lussier. "The uninvited guest: Information's role in guiding the production of spontaneous speech," in the Proceedings of the Crest Workshop on Models of Speech Production: Motor Planning and Articulatory Modelling, Kloster Seeon, Germany, 2000.

A. Bell, D. Jurafsky, E. Fosler-Lussier, C. Girand and D. Gildea. "Reduction of English Function Words In Disfluent Contexts," International Congress of Phonetic Sciences (ICPhS '99), San Francisco, California, 1999.

E. Fosler-Lussier. "Linguistic Categories for Speech Recognition," in N. Morgan and B. Gold, Speech and Audio Signal Processing: Processing and Perception of Speech and Music, John Wiley and Sons, Inc., 1999, Chapter 23.

M. L. Gregory, W. D. Raymond, A. Bell, E. Fosler-Lussier, and D. Jurafsky. "The effects of collocational strength and contextual predictability in lexical production," Proceedings of the Chicago Linguistics Society, v. 35, 1999.

D. Jurafsky, A. Bell, E. Fosler-Lussier, C. Girand, and W. Raymond. "Reduction of English function words in Switchboard," International Conference on Spoken Language Processing (ICSLP-98), Sydney, Australia, 1998.

E. Fosler-Lussier and N. Morgan. "Effects of Speaking Rate and Word Predictability on Conversational Pronunciations," ESCA Tutorial and Research Workshop on Modeling Pronunciation Variation for Automatic Speech Recognition, Kerkrade, Netherlands, 1998.

E. Fosler. "On Reversing the Generation Process in Optimality Theory," Proceedings of the Association for Computational Linguistics Student Session, Santa Cruz, California, 1996.

Pedagogy
Conference papers, technical reports:

R. Bates, E. Fosler-Lussier, F. Metze, M.A. Larson, G.A. Levow, E.M. Provost, "Experiences with shared resources for research and education in speech and language processing". Interspeech, 2016.

E. Fosler-Lussier, "Strategies for teaching 'mixed' computational linguistics classes," The Third Workshop on Issues in Teaching Computational Linguistics (TeachCL-08), Columbus, OH, 2008.

E. Fosler-Lussier. "Markov Models and Hidden Markov Models: A Brief Tutorial," International Computer Science Institute Technical Report TR-98-041, 1998. CS 188 (Introduction to Artificial Intelligence), Fall 1995 Teaching Materials.


Eric Fosler-Lussier
Last modified: Wed Jul 6 12:02:03 EDT 2016