References
[BibTeX of all references]2009
-
(2009).
Producing Less Preferred Structures: More Gestures, Less Fluency.
The 31st Annual Meeting of the Cognitive Science Society (CogSci09)
.
Amsterdam.
July, 2009.
[paper (pdf)] [BibTeX]-
@inproceedings{Cook:2009cog, author = {Susan Wagner Cook and T. Florian Jaeger and Michael K. Tanenhaus}, month = {July}, year = {2009}, title = {Producing Less Preferred Structures: More Gestures, Less Fluency}, booktitle = {The 31st Annual Meeting of the Cognitive Science Society (CogSci09)}, address = {Amsterdam}, url = {http://www.hlp.rochester.edu/publications/CookJaegerTanenhaus_cogsci09.pdf}, area = {production} }
-
-
(2009).
Comparing sources of corpus frequency information.
The 22nd CUNY Sentence Processing Conference
.
Davis, CA.
March, 2009.
[BibTeX]-
@inproceedings{vandurme:2009cuny, author = {Benjamin {Van Durme} and Austin Frank and T. Florian Jaeger}, month = {March}, year = {2009}, title = {Comparing sources of corpus frequency information}, booktitle = {The 22nd CUNY Sentence Processing Conference}, address = {Davis, CA}, area = {methodolgy} }
-
-
(2009).
Analyzing multinomial time-series with "state" dependencies.
The 22nd CUNY Sentence Processing Conference
.
Davis, CA.
March, 2009.
[BibTeX]-
@inproceedings{Frank:2009cuny, author = {Austin Frank and Anne Pier Salverda and T. Florian Jaeger and Michael K. Tanenhaus}, month = {March}, year = {2009}, title = {Analyzing multinomial time-series with ``state'' dependencies}, booktitle = {The 22nd CUNY Sentence Processing Conference}, address = {Davis, CA}, area = {methodology} }
-
-
(2009).
How Incremental is Language Production.
Proceedings of the 22nd CUNY Sentence Processing Conference
.
Davis, CA.
March, 2009.
[BibTeX]-
@inproceedings{Gallo:2009cuny, author = {Carlos {Gómez Gallo} and T. Florian Jaeger}, month = {March}, year = {2009}, title = {How Incremental is Language Production}, booktitle = {Proceedings of the 22nd CUNY Sentence Processing Conference}, address = {Davis, CA}, area = {production} }
-
-
(2009).
Modeling OCP Effects in the Javanese Lexicon.
Proceedings of the UCLA - UC Berkeley Conference on the Languages of Southeast Asia
.
Los Angeles, CA.
January, 2009.
[BibTeX]-
@inproceedings{Graff:2009clsa, author = {Peter Graff and T. Florian Jaeger}, month = {January}, year = {2009}, title = {Modeling OCP Effects in the Javanese Lexicon}, booktitle = {Proceedings of the UCLA - UC Berkeley Conference on the Languages of Southeast Asia}, address = {Los Angeles, CA} }
-
-
(2009).
Optimizing Distinctiveness: Similarity Avoidance in the Mental Lexicon.
The 22nd CUNY Sentence Processing Conference
.
Davis, CA.
March, 2009.
[BibTeX]-
@inproceedings{Graff:2009cuny, author = {Peter Graff and T. Florian Jaeger}, month = {March}, year = {2009}, title = {Optimizing Distinctiveness: Similarity Avoidance in the Mental Lexicon}, booktitle = {The 22nd CUNY Sentence Processing Conference}, address = {Davis, CA} }
-
-
(2009).
Rational Language Production: Evidence for Uniform Information Density.
Proceedings of the 83rd Annual Meeting of the Linguistic Society of America
.
San Fransisco, CA.
March, 2009.
[BibTeX]-
@inproceedings{Jaeger:2009lsa, author = {T. Florian Jaeger and Austin Frank and Carlos {Gómez Gallo} and Susan {Wagner Cook}}, month = {March}, year = {2009}, title = {Rational Language Production: Evidence for Uniform Information Density}, booktitle = {Proceedings of the 83rd Annual Meeting of the Linguistic Society of America}, address = {San Fransisco, CA}, area = {production} }
-
-
(2009).
Understanding the Mass/Count Distinction Cross-linguistically: Chinese and English Classifiers in the Visual World.
The 22nd CUNY Sentence Processing Conference
.
Davis, CA.
March, 2009.
[BibTeX]-
@inproceedings{Klein:2009cuny, author = {Natalie Klein and Renjie Li and T. Florian Jaeger and Greg Carlson and Michael K. Tanenhaus}, month = {March}, year = {2009}, title = {Understanding the Mass/Count Distinction Cross-linguistically: Chinese and English Classifiers in the Visual World}, booktitle = {The 22nd CUNY Sentence Processing Conference}, address = {Davis, CA}, area = {comprehension} }
-
-
(2009).
Evidence for Efficient Language Production in Chinese.
The 31st Annual Meeting of the Cognitive Science Society (CogSci09)
.
Amsterdam.
July, 2009.
[paper (pdf)] [BibTeX]-
@inproceedings{Qian:2009cog, author = {Ting Qian and T. Florian Jaeger}, month = {July}, year = {2009}, title = {Evidence for Efficient Language Production in Chinese}, booktitle = {The 31st Annual Meeting of the Cognitive Science Society (CogSci09)}, address = {Amsterdam}, url = {http://www.hlp.rochester.edu/publications/Qian_Jaeger_cogsci09.pdf}, area = {production} }
-
-
(2009).
Universal Efficient Language Use? Constant Entropy in Mandarin Chinese.
Proceedings of the 83rd Annual Meeting of the Linguistic Society of America
.
San Fransisco, CA.
January, 2009.
[BibTeX]-
@inproceedings{Qian:2009lsa, author = {Ting Qian and T. Florian Jaeger}, month = {January}, year = {2009}, title = {Universal Efficient Language Use? Constant Entropy in Mandarin Chinese}, booktitle = {Proceedings of the 83rd Annual Meeting of the Linguistic Society of America}, address = {San Fransisco, CA}, area = {production} }
-
2008
-
(2008).
Producing Dispreferred Structures.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{Cook:2008cuny, author = {Susan Wagner Cook and T. Florian Jaeger and Michael K. Tanenhaus}, month = {March}, year = {2008}, title = {Producing Dispreferred Structures}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {production} }
-
-
(2008).
Speaking Rationally: Uniform Information Density as an Optimal Strategy for Language Production.
The 30th Annual Meeting of the Cognitive Science Society (CogSci08)
.
Washington, D.C..
July, 2008.
[paper (pdf)] [BibTeX]-
@inproceedings{Frank:2008cog, author = {Austin Frank and T. Florian Jaeger}, month = {July}, year = {2008}, title = {Speaking Rationally: Uniform Information Density as an Optimal Strategy for Language Production}, booktitle = {The 30th Annual Meeting of the Cognitive Science Society (CogSci08)}, address = {Washington, D.C.}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/FrankJaeger08cogsci.pdf}, area = {production} }
-
-
(2008).
Models of speaker choice in production: Integrating information and availability.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{Frank:2008cuny, author = {Austin Frank and T. Florian Jaeger}, month = {March}, year = {2008}, title = {Models of speaker choice in production: Integrating information and availability}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {production} }
-
-
(2008).
The Web as a Psycholinguistic Resource.
5th International Workshop on Language Production
.
Annapolis, MD.
July, 2008.
[BibTeX]-
@inproceedings{Frank:2008iwlp, author = {Austin F. Frank and Celeste Kidd and Matt Post and Benjamin {Van Durme} and T. Florian Jaeger}, month = {July}, year = {2008}, title = {The Web as a Psycholinguistic Resource}, booktitle = {5th International Workshop on Language Production}, address = {Annapolis, MD}, area = {methodology} }
-
-
(2008).
Production in a Multimodal Corpus: How Speakers Communicate Complex Actions.
Language Resources and Evaluation Conference (LREC)
.
Morocco.
May, 2008.
[paper (pdf)] [BibTeX]-
@inproceedings{Gallo:2008lrec, author = {Carlos {Gómez Gallo} and T. Florian Jaeger and James Allen and Mary Swift}, month = {May}, year = {2008}, title = {Production in a Multimodal Corpus: How Speakers Communicate Complex Actions}, booktitle = {Language Resources and Evaluation Conference (LREC)}, address = {Morocco}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/E_GalloJaegerAllenSwift08.pdf}, area = {production} }
-
-
(2008).
From Message to Syntax: Incremental Syntactic Planning beyond the Clause Level.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{Gallo:2008cuny, author = {Carlos {Gómez Gallo} and T. Florian Jaeger and Roger Smyth}, month = {March}, year = {2008}, title = {From Message to Syntax: Incremental Syntactic Planning beyond the Clause Level}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {production} }
-
-
(2008).
Incremental Syntactic Planning across Clauses.
The 30th Annual Meeting of the Cognitive Science Society (CogSci08)
, pages 845—850
.
Washington, D.C..
July, 2008.
[paper (pdf)] [BibTeX]-
@inproceedings{Gallo:2008cog, author = {Carlos {Gómez Gallo} and T. Florian Jaeger and Roger Smyth}, month = {July}, year = {2008}, title = {Incremental Syntactic Planning across Clauses}, booktitle = {The 30th Annual Meeting of the Cognitive Science Society (CogSci08)}, pages = {845--850}, address = {Washington, D.C.}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/E_GalloJaegerSmyth08corr.pdf}, area = {production} }
-
-
(2008).
Phonological Priming in Spontaneous Speech Production.
University of Rochester Undergraduate Research Expo 2008
.
Rochester, NY.
April, 2008.
[paper (ppt)] [video (MPEG4)] [BibTeX]-
@inproceedings{Housel:2008ure, author = {Katrina Housel}, month = {April}, year = {2008}, title = {Phonological Priming in Spontaneous Speech Production}, booktitle = {University of Rochester Undergraduate Research Expo 2008}, address = {Rochester, NY}, url = {http://www.hlp.rochester.edu/URE08/KatrinaURE08.ppt}, video = {http://www.hlp.rochester.edu/resources/recordedHLPtalks/Housel08_PhonologicalPrimingSpontaneousSpeech.mp4}, note = {talk}, area = {Production} }
-
-
(2008).
Categorical Data Analysis: Away from ANOVAs (transformation or not) and towards Logit Mixed Models.
Journal of Memory and Language,
59
(4):
434-446.
[Keywords] [Abtract] [paper (DOI)] [BibTeX]- Keywords: Arcsine-square-root transformation; Logistic regression; Mixed logit models; Categorical data analysis
- This paper identifies several serious problems with the widespread use of ANOVAs for the analysis of categorical outcome variables such as forced-choice variables, question-answer accuracy, choice in production (e.g. in syntactic priming research), et cetera. I show that even after applying the arcsine-square-root transformation to proportional data, ANOVA can yield spurious results. I discuss conceptual issues underlying these problems and alternatives provided by modern statistics. Specifically, I introduce ordinary logit models (i.e. logistic regression), which are well-suited to analyze categorical data and offer many advantages over ANOVA. Unfortunately, ordinary logit models do not include random effect modeling. To address this issue, I describe mixed logit models (Generalized Linear Mixed Models for binomially distributed outcomes, Breslow and Clayton [Breslow, N. E. & Clayton, D. G. (1993). Approximate inference in generalized linear mixed models. Journal of the American Statistical Society 88(421), 9–25]), which combine the advantages of ordinary logit models with the ability to account for random subject and item effects in one step of analysis. Throughout the paper, I use a psycholinguistic data set to compare the different statistical methods.
-
@article{Jaeger:2008jml, author = {T. Florian Jaeger}, month = {February}, year = {2008}, title = {Categorical Data Analysis: Away from ANOVAs (transformation or not) and towards Logit Mixed Models}, journal = {Journal of Memory and Language}, volume = {59}, number = {4}, pages = {434-446}, url = {http://dx.doi.org/10.1016/j.jml.2007.11.007}, keywords = {Arcsine-square-root transformation; Logistic regression; Mixed logit models; Categorical data analysis}, abstract = {This paper identifies several serious problems with the widespread use of ANOVAs for the analysis of categorical outcome variables such as forced-choice variables, question-answer accuracy, choice in production (e.g. in syntactic priming research), et cetera. I show that even after applying the arcsine-square-root transformation to proportional data, ANOVA can yield spurious results. I discuss conceptual issues underlying these problems and alternatives provided by modern statistics. Specifically, I introduce ordinary logit models (i.e. logistic regression), which are well-suited to analyze categorical data and offer many advantages over ANOVA. Unfortunately, ordinary logit models do not include random effect modeling. To address this issue, I describe mixed logit models (Generalized Linear Mixed Models for binomially distributed outcomes, Breslow and Clayton [Breslow, N. E. & Clayton, D. G. (1993). Approximate inference in generalized linear mixed models. Journal of the American Statistical Society 88(421), 9–25]), which combine the advantages of ordinary logit models with the ability to account for random subject and item effects in one step of analysis. Throughout the paper, I use a psycholinguistic data set to compare the different statistical methods.}, area = {methodology} }
-
(2008).
Expectation-based Syntactic Processing: Anti-locality outside of Head-final Languages.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{JaegerFedernko:2008cuny, author = {T. Florian Jaeger and Evelina Federenko and Philip Hofmeister and Edward Gibson}, month = {March}, year = {2008}, title = {Expectation-based Syntactic Processing: Anti-locality outside of Head-final Languages}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {comprehension} }
-
-
(2008).
A Unified Model of Redundancy Avoidance and Strategic Lengthening.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{Jaeger:2008cuny, author = {T. Florian Jaeger and Celeste Kidd}, month = {March}, year = {2008}, title = {A Unified Model of Redundancy Avoidance and Strategic Lengthening}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {production} }
-
-
(2008).
Implicit learning and syntactic persistence: Surprisal and Cumulativity.
The 30th Annual Meeting of the Cognitive Science Society (CogSci08)
, pages 827—832
.
Washington, D.C..
July, 2008.
[BibTeX]-
@inproceedings{Jaeger:2008cog, author = {T. Florian Jaeger and Neal Snider}, month = {July}, year = {2008}, title = {Implicit learning and syntactic persistence: Surprisal and Cumulativity}, booktitle = {The 30th Annual Meeting of the Cognitive Science Society (CogSci08)}, pages = {827--832}, address = {Washington, D.C.}, area = {priming} }
-
-
(2008).
Investigating Information Distribution in Chinese and Chinese English.
University of Rochester Undergraduate Research Expo 2008
.
Rochester, NY.
April, 2008.
[paper (pptx)] [video (MPEG4)] [BibTeX]-
@inproceedings{Qian:2008ure, author = {Ting Qian}, month = {April}, year = {2008}, title = {Investigating Information Distribution in Chinese and Chinese English}, booktitle = {University of Rochester Undergraduate Research Expo 2008}, address = {Rochester, NY}, url = {http://www.hlp.rochester.edu/URE08/TingURE08.pptx}, video = {http://www.hlp.rochester.edu/resources/recordedHLPtalks/Qian08_InformationDistributionChineseEnglish.mp4}, note = {talk}, area = {Production} }
-
-
(2008).
The art of the state: Mixed effect regression modeling in the Visual World.
The 21st CUNY Sentence Processing Conference
.
Chapel Hill, NC.
March, 2008.
[BibTeX]-
@inproceedings{Tanenhaus:2008, author = {Michael K. Tanenhaus and Austin Frank and T. Florian Jaeger and Mikhail Masharov and Anne Pier Salverda}, month = {March}, year = {2008}, title = {The art of the state: Mixed effect regression modeling in the Visual World}, booktitle = {The 21st CUNY Sentence Processing Conference}, address = {Chapel Hill, NC}, area = {methodology} }
-
2007
-
(2007).
A Theory Of Choice In Production: Uniform Information Density Vs. Availability-Based Production.
13th Anuual Conference on Architectures and Mechanisms for Language Processing (AMLaP)
.
Turku, Finland.
August, 2007.
[paper (pdf)] [BibTeX]-
@inproceedings{Frank:2007amlap, author = {Austin Frank and T. Florian Jaeger}, month = {August}, year = {2007}, title = {A Theory Of Choice In Production: Uniform Information Density Vs. Availability-Based Production}, booktitle = {13th Anuual Conference on Architectures and Mechanisms for Language Processing (AMLaP)}, address = {Turku, Finland}, url = {http://www.bcs.rochester.edu/cls/abstracts/Frank_07_AMLAP.pdf}, area = {production} }
-
-
(2007).
Rational Speakers: speakers help processing when it is most necessary.
13th Anuual Conference on Architectures and Mechanisms for Language Processing (AMLaP)
.
Turku, Finland.
August, 2007.
[paper (pdf)] [BibTeX]-
@inproceedings{Jaeger:2007amlap, author = {T. Florian Jaeger}, month = {August}, year = {2007}, title = {Rational Speakers: speakers help processing when it is most necessary}, booktitle = {13th Anuual Conference on Architectures and Mechanisms for Language Processing (AMLaP)}, address = {Turku, Finland}, url = {http://www.bcs.rochester.edu/cls/abstracts/Jaeger_07_AMLAP.pdf}, area = {production} }
-
-
(2007).
Usage or Grammar? Comprehension and production share access to same probabilities.
Linguistics Society of America (LSA) 2007 Annual Meeting
.
Anaheim, CA.
January, 2007.
[BibTeX]-
@inproceedings{Jaeger:2007lsa, author = {T. Florian Jaeger}, month = {January}, year = {2007}, title = {Usage or Grammar? Comprehension and production share access to same probabilities}, booktitle = {Linguistics Society of America (LSA) 2007 Annual Meeting}, address = {Anaheim, CA}, area = {production comprehension} }
-
-
(2007).
Implicit learning and syntactic persistence: Surprisal and Cumulativity.
Rochester Working Papers in the Language Sciences,
3
(1):
26—44.
[paper (pdf)] [BibTeX]-
@article{Jaeger:2007wpl, author = {T. Florian Jaeger and Neal Snider}, editor = {Lynsey Wolter and Jill Thorson}, year = {2007}, month = {Spring}, title = {Implicit learning and syntactic persistence: Surprisal and Cumulativity}, journal = {Rochester Working Papers in the Language Sciences}, pages = {26--44}, volume = {3}, number = {1}, url = {http://www.bcs.rochester.edu/cls/s2007v3n1/jaeger_urwpls_v3n1.pdf}, area = {priming} }
-
-
(2007).
Speakers optimize information density through syntactic reduction.
In Schölkopf, B., Platt, J. & Hoffman, T.
, editors,
Advances in Neural Information Processing Systems 19
, pages 849—856
.
Cambridge, MA.
MIT Press.
[paper (pdf)] [BibTeX]-
@inproceedings{Levy:2007nips, author = {Roger Levy and T. Florian Jaeger}, year = {2007}, title = {Speakers optimize information density through syntactic reduction}, booktitle = {Advances in Neural Information Processing Systems 19}, editor = {B. Schölkopf and J. Platt and T. Hoffman}, publisher = {MIT Press}, pages = {849--856}, address = {Cambridge, MA}, url = {http://books.nips.cc/papers/files/nips19/NIPS2006_0515.pdf}, area = {production} }
-
2006
-
(2006).
Redundancy and Syntactic Reduction in Spontaneous Speech.
PhD thesis,
Stanford University
[BibTeX]-
@phdthesis{Jaeger:2006phd, author = {T. Florian Jaeger}, year = {2006}, title = {Redundancy and Syntactic Reduction in Spontaneous Speech}, school = {Stanford University} }
-
-
(2006).
Phonological Optimization and Syntactic Variation: The Case of Optional that.
Proceedings of the 32nd Annual Meeting of the Berkeley Linguistics Society (BLS)
.
Berkeley, CA.
February, 2006.
[paper (pdf)] [BibTeX]-
@inproceedings{Jaeger:2006bls, author = {T. Florian Jaeger}, month = {February}, year = {2006}, title = {Phonological Optimization and Syntactic Variation: The Case of Optional that}, booktitle = {Proceedings of the 32nd Annual Meeting of the Berkeley Linguistics Society (BLS)}, address = {Berkeley, CA}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/E_Jaeger_2006_bls.pdf}, area = {production} }
-
2005
-
(2005).
Processing as a Source of Accessibility Effects on Variation.
In Cover, R. & Kim, Y.
, editors,
Proceedings of the 31st Annual Meeting of the Berkeley Linguistics Society (BLS)
.
Ann Arbor, MI.
Sheridan Books.
February, 2005.
[paper (pdf)] [BibTeX]-
@inproceedings{Jaeger:2005bls, author = {T. Florian Jaeger and Tom Wasow}, month = {February}, year = {2005}, title = {Processing as a Source of Accessibility Effects on Variation}, booktitle = {Proceedings of the 31st Annual Meeting of the Berkeley Linguistics Society (BLS)}, editor = {Cover, R.T. and Kim, Y.}, publisher = {Sheridan Books}, address = {Ann Arbor, MI}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/E_JaegerWasow07_BLS.pdf}, area = {production} }
-
-
(2005).
Constraints on Optional that: A Strong Word Form OCP Effect.
Proceedings of Main Session of the 41st Meeting of the Chicago Linguistic Society
, pages 505—519
.
Chicago, IL.
April, 2005.
[paper (pdf)] [BibTeX]-
@inproceedings{Walter:2005cls, author = {Mary Ann Walter and T. Florian Jaeger}, month = {April}, year = {2005}, title = {Constraints on Optional that: A Strong Word Form OCP Effect}, booktitle = {Proceedings of Main Session of the 41st Meeting of the Chicago Linguistic Society}, pages = {505--519}, address = {Chicago, IL}, url = {http://www.bcs.rochester.edu/people/fjaeger/papers/E_WalterJaeger05_CLS.pdf}, area = {production} }
-