Showing 50 publications by Janet B. Pierrehumbert
Time machine GPT
Drinkall F, Rahimikia E, Pierrehumbert J & Zohren S (2024)
BibTeX
@inproceedings{timemachinegpt-2024/6,
title={Time machine GPT},
author={Drinkall F, Rahimikia E, Pierrehumbert J & Zohren S},
booktitle={2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = "2024"
}
Geographic adaptation of pretrained language models
Hofmann V, Glavaš G, Ljubešić N, Pierrehumbert JB & Schütze H (2024), Transactions of the Association for Computational Linguistics, 12, 411-431
BibTeX
@article{geographicadapt-2024/4,
title={Geographic adaptation of pretrained language models},
author={Hofmann V, Glavaš G, Ljubešić N, Pierrehumbert JB & Schütze H},
journal={Transactions of the Association for Computational Linguistics},
volume={12},
pages={411-431},
publisher={Massachusetts Institute of Technology Press},
year = "2024"
}
Not wacky vs. definitely wacky: a study of scalar adverbs in pretrained language models
Lorge I & Pierrehumbert JB (2023), Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 296-316
BibTeX
@inproceedings{notwackyvsdefin-2023/12,
title={Not wacky vs. definitely wacky: a study of scalar adverbs in pretrained language models},
author={Lorge I & Pierrehumbert JB},
booktitle={6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP},
pages={296-316},
year = "2023"
}
Unsupervised detection of contextualized embedding bias with application to ideology
Hofmann V, Pierrehumbert J & Schütze H (2022), Proceedings of the 39th International Conference on Machine Learning (ICML 2022), 162, 8796-8810
BibTeX
@inproceedings{unsuperviseddet-2022/7,
title={Unsupervised detection of contextualized embedding bias with application to ideology},
author={Hofmann V, Pierrehumbert J & Schütze H},
booktitle={39th International Conference on Machine Learning (ICML 2022)},
pages={8796-8810},
year = "2022"
}
Modeling ideological salience and framing in polarized online groups with graph neural networks and structured sparsity
Hofmann V, Dong X, Pierrehumbert J & Schuetze H (2022), Findings of the Association for Computational Linguistics: NAACL 2022, 536-550
BibTeX
@inproceedings{modelingideolog-2022/7,
title={Modeling ideological salience and framing in polarized online groups with graph neural networks and structured sparsity},
author={Hofmann V, Dong X, Pierrehumbert J & Schuetze H},
booktitle={2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022)},
pages={536-550},
year = "2022"
}
Two contrasting data annotation paradigms for subjective NLP tasks
Röttger P, Vidgen B, Hovy D & Pierrehumbert JB (2022), Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 175-184
BibTeX
@inproceedings{twocontrastingd-2022/7,
title={Two contrasting data annotation paradigms for subjective NLP tasks},
author={Röttger P, Vidgen B, Hovy D & Pierrehumbert JB},
booktitle={2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022)},
pages={175-184},
year = "2022"
}
Forecasting COVID-19 caseloads using unsupervised embedding clusters of social media posts
Drinkall F, Zohren S & Pierrehumbert JB (2022), Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 1471-1484
BibTeX
@inproceedings{forecastingcovi-2022/7,
title={Forecasting COVID-19 caseloads using unsupervised embedding clusters of social media posts},
author={Drinkall F, Zohren S & Pierrehumbert JB},
booktitle={ 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022)},
pages={1471-1484},
year = "2022"
}
An embarrassingly simple method to mitigate undesirable properties of pretrained language model tokenizers
Hofmann V, Schuetze H & Pierrehumbert J (2022), Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)
BibTeX
@inproceedings{anembarrassingl-2022/6,
title={An embarrassingly simple method to mitigate undesirable properties of pretrained language model tokenizers},
author={Hofmann V, Schuetze H & Pierrehumbert J},
booktitle={60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)},
year = "2022"
}
Phonotactic and morphological effects in the acceptability of pseudowords
Needle JM, Pierrehumbert JB & Hay JB (2022), 79-112
BibTeX
@misc{phonotacticandm-2022/5,
title={Phonotactic and morphological effects in the acceptability of pseudowords},
author={Needle JM, Pierrehumbert JB & Hay JB},
year = "2022"
}
The Reddit Politosphere: a large-scale text and network resource of online political discourse
Hofmann V, Schütze H & Pierrehumbert J (2022), Proceedings of the International AAAI Conference on Web and Social Media, 16(1), 1259-1267
BibTeX
@inproceedings{theredditpolito-2022/5,
title={The Reddit Politosphere: a large-scale text and network resource of online political discourse},
author={Hofmann V, Schütze H & Pierrehumbert J},
booktitle={International AAAI Conference on Web and Social Media},
pages={1259-1267},
year = "2022"
}
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
Drinkall F, Zohren S & Pierrehumbert JB (2022)
BibTeX
@misc{forecastingcovi-2022/5,
title={Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts},
author={Drinkall F, Zohren S & Pierrehumbert JB},
year = "2022"
}
Commentary on Chapter 11: Comparing the PENTA model to autosegmental-metrical phonology
Pierrehumbert J (2022), 408-424
BibTeX
@misc{commentaryoncha-2022/2,
title={Commentary on Chapter 11: Comparing the PENTA model
to autosegmental-metrical phonology},
author={Pierrehumbert J},
year = "2022"
}
Temporal adaptation of BERT and performance on downstream document classification: insights from social media
Röttger P & Pierrehumbert JB (2021), Findings of the Association for Computational Linguistics: EMNLP 2021, 2400-2412
BibTeX
@inproceedings{temporaladaptat-2021/12,
title={Temporal adaptation of BERT and performance on downstream document classification: insights from social media},
author={Röttger P & Pierrehumbert JB},
booktitle={2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)},
pages={2400-2412},
year = "2021"
}
Predicting COVID-19 cases using Reddit posts and other online resources
Drinkall F & Pierrehumbert JB (2021), Proceedings of the Swiss Text Analytics Conference 2021
BibTeX
@inproceedings{predictingcovid-2021/9,
title={Predicting COVID-19 cases using Reddit posts and other online resources},
author={Drinkall F & Pierrehumbert JB},
booktitle={Swiss Text Analytics Conference 2021},
year = "2021"
}
Superbizarre is not superb: derivational morphology improves BERT’s interpretation of complex words
Hofmann V, Pierrehumbert JB & Schuetze H (2021), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 3594-3608
BibTeX
@inproceedings{superbizarreisn-2021/8,
title={Superbizarre is not superb: derivational morphology improves BERT’s interpretation of complex words},
author={Hofmann V, Pierrehumbert JB & Schuetze H},
booktitle={59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing},
pages={3594-3608},
year = "2021"
}
Dynamic contextualized word embeddings
Hofmann V, Pierrehumbert JB & Schütze H (2021), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 6970-6984
BibTeX
@inproceedings{dynamiccontextu-2021/8,
title={Dynamic contextualized word embeddings},
author={Hofmann V, Pierrehumbert JB & Schütze H},
booktitle={ Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)},
pages={6970-6984},
year = "2021"
}
Familiarity, consistency, and systematizing in morphology.
Schumacher RA & Pierrehumbert JB (2021), Cognition, 212, 104512
BibTeX
@article{familiaritycons-2021/7,
title={Familiarity, consistency, and systematizing in morphology.},
author={Schumacher RA & Pierrehumbert JB},
journal={Cognition},
volume={212},
number={ARTN 104512},
pages={104512},
year = "2021"
}
HateCheck: functional tests for hate speech detection models
Röttger P, Vidgen B, Dong N, Waseem Z, Margetts H et al. (2021), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 41-58
BibTeX
@inproceedings{hatecheckfuncti-2021/7,
title={HateCheck: functional tests for hate speech detection models},
author={Röttger P, Vidgen B, Dong N, Waseem Z, Margetts H et al.},
booktitle={59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)},
pages={41-58},
year = "2021"
}
Familiarity, consistency, and systematizing in morphology
Schumacher RA & Pierrehumbert J (2021), Cognition, 212
BibTeX
@article{familiaritycons-2021/4,
title={Familiarity, consistency, and systematizing in morphology},
author={Schumacher RA & Pierrehumbert J},
journal={Cognition},
volume={212},
number={104512},
publisher={Elsevier},
year = "2021"
}
Morphological convergence as on-line lexical analogy
PIERREHUMBERT J, Racz P, Beckner C & Hay JB (2020), Language (Washington), 96(4), 735-770
BibTeX
@article{morphologicalco-2020/12,
title={Morphological convergence as on-line lexical analogy},
author={PIERREHUMBERT J, Racz P, Beckner C & Hay JB},
journal={Language (Washington)},
volume={96},
pages={735-770},
publisher={Linguistic Society of America},
year = "2020"
}
DagoBERT: generating derivational morphology with a pretrained language model
Hofmann V, Pierrehumbert J & Schütze H (2020), Proceedings of the Conference on Empirical Methods in Natural Language Processing (and forerunners) (EMNLP), 3848-3861
BibTeX
@inproceedings{dagobertgenerat-2020/11,
title={DagoBERT: generating derivational morphology with a pretrained language model},
author={Hofmann V, Pierrehumbert J & Schütze H},
booktitle={The 2020 Conference on Empirical Methods in Natural Language Processing},
pages={3848-3861},
year = "2020"
}
Not All Indexical Cues Are Equal: Differential Sensitivity to Dimensions of Indexical Meaning in an Artificial Language
Rácz P, Hay JB & Pierrehumbert JB (2020), Language Learning, 70(3), 848-885
BibTeX
@article{notallindexical-2020/9,
title={Not All Indexical Cues Are Equal: Differential Sensitivity to Dimensions of Indexical Meaning in an Artificial Language},
author={Rácz P, Hay JB & Pierrehumbert JB},
journal={Language Learning},
volume={70},
pages={848-885},
publisher={Wiley},
year = "2020"
}
Predicting the growth of morphological families from social and linguistic factors
Hofmann V, Pierrehumbert J & Schütze H (2020), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics(2020), 7273-7283
BibTeX
@inproceedings{predictingthegr-2020/7,
title={Predicting the growth of morphological families from social and linguistic factors},
author={Hofmann V, Pierrehumbert J & Schütze H},
booktitle={2020 Annual Conference of the Association for Computational Linguistics},
pages={7273-7283},
year = "2020"
}
A graph auto-encoder model of derivational morphology
Hofmann V, Schütze H & Pierrehumbert JB (2020), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1127-1138
BibTeX
@inproceedings{agraphautoencod-2020/7,
title={A graph auto-encoder model of derivational morphology},
author={Hofmann V, Schütze H & Pierrehumbert JB},
booktitle={2020 Annual Conference of the Association for Computational Linguistics},
pages={1127-1138},
year = "2020"
}
Morphological convergence as on-line lexical analogy
Rácz P, Beckner C, Hay JB & Pierrehumbert JB (2020), Language, 96(4), 735-770
BibTeX
@article{morphologicalco-2020/,
title={Morphological convergence as on-line lexical analogy},
author={Rácz P, Beckner C, Hay JB & Pierrehumbert JB},
journal={Language},
volume={96},
pages={735-770},
publisher={Johns Hopkins University Press},
year = "2020"
}
Word frequency effects in sound change as a consequence of perceptual asymmetries: An exemplar-based model.
Todd S, Pierrehumbert JB & Hay J (2019), Cognition, 185, 1-20
BibTeX
@article{wordfrequencyef-2019/4,
title={Word frequency effects in sound change as a consequence of perceptual asymmetries: An exemplar-based model.},
author={Todd S, Pierrehumbert JB & Hay J},
journal={Cognition},
volume={185},
pages={1-20},
year = "2019"
}
On hapax legomena and morphological productivity
Pierrehumbert J & Granell R (2018), Proceedings of the Fifteenth Workshop on Computational Research in Phonetics, Phonology, and Morphology, 125-130
BibTeX
@inproceedings{onhapaxlegomena-2018/10,
title={On hapax legomena and morphological productivity},
author={Pierrehumbert J & Granell R},
pages={125-130},
year = "2018"
}
Gendered Associations of English Morphology
Needle JM & Pierrehumbert JB (2018), LABORATORY PHONOLOGY, 9(1)
BibTeX
@article{genderedassocia-2018/9,
title={Gendered Associations of English Morphology},
author={Needle JM & Pierrehumbert JB},
journal={LABORATORY PHONOLOGY},
volume={9},
number={ARTN 14},
year = "2018"
}
The emergence of linguistic structure in an online iterated learning task
Beckner C, Pierrehumbert JB & Hay JB (2017), Journal of Language Evolution, 2(2), 160-176
BibTeX
@article{theemergenceofl-2017/4,
title={The emergence of linguistic structure in an online iterated learning task },
author={Beckner C, Pierrehumbert JB & Hay JB},
journal={Journal of Language Evolution},
volume={2},
pages={160-176},
publisher={Oxford University Press},
year = "2017"
}
Prior expectations in linguistic learning: a stochastic model of individual differences
Schumacher RA & Pierrehumbert JB (2017), Proceedings of the 39th Meeting of the Cognitive Science Society
BibTeX
@inproceedings{priorexpectatio-2017/1,
title={Prior expectations in linguistic learning: a stochastic model of individual differences},
author={Schumacher RA & Pierrehumbert JB},
year = "2017"
}
Social salience discriminates learnability of contextual cues in an artificial language
Rácz P, Hay JB & Pierrehumbert JB (2017), Frontiers in Psychology, 8, 51
BibTeX
@article{socialsalienced-2017/1,
title={Social salience discriminates learnability of contextual cues in an artificial language},
author={Rácz P, Hay JB & Pierrehumbert JB},
journal={Frontiers in Psychology},
volume={8},
pages={51},
publisher={Frontiers Media},
year = "2017"
}
Gradient Maori phonotactics
Rácz P, Hay JB, Needle J, King J & Pierrehumbert JB (2016), Te Reo, 59, 3-21
BibTeX
@article{gradientmaoriph-2016/11,
title={Gradient Maori phonotactics},
author={Rácz P, Hay JB, Needle J, King J & Pierrehumbert JB},
journal={Te Reo},
volume={59},
pages={3-21},
publisher={Linguistic Society of New Zealand},
year = "2016"
}
Variation in the strength of lexical encoding across dialects
Clopper CG, Tamati TN & Pierrehumbert JB (2016), Journal of Phonetics, 58, 87-103
BibTeX
@article{variationinthes-2016/7,
title={Variation in the strength of lexical encoding across dialects},
author={Clopper CG, Tamati TN & Pierrehumbert JB},
journal={Journal of Phonetics},
volume={58},
pages={87-103},
publisher={Elsevier},
year = "2016"
}
Phonological representation: beyond abstract versus episodic
Pierrehumbert J (2016), Annual Review of Linguistics, 2(1), 33-52
BibTeX
@article{phonologicalrep-2016/1,
title={Phonological representation: beyond abstract versus episodic},
author={Pierrehumbert J},
journal={Annual Review of Linguistics},
volume={2},
pages={33-52},
publisher={Annual Reviews},
year = "2016"
}
Using pronunciation-based morphological subword units to improve OOV handling in keyword search
He Y, Baumann P, Fang H, Hutchinson B, Jaech A et al. (2015), IEEE/ACM Transactions on Audio, Speech and Language Processing, 24(1), 79-92
BibTeX
@article{usingpronunciat-2015/10,
title={Using pronunciation-based morphological subword units to improve OOV handling in keyword search},
author={He Y, Baumann P, Fang H, Hutchinson B, Jaech A et al.},
journal={IEEE/ACM Transactions on Audio, Speech and Language Processing},
volume={24},
pages={79-92},
publisher={Institute of Electrical and Electronics Engineers},
year = "2015"
}
Exponential language modeling using morphological features and multi-task learning
Fang H, Ostendorf M, Baumann P & Pierrehumbert J (2015), IEEE/ACM Transactions on Audio, Speech and Language Processing , 23(12), 2410-2421
BibTeX
@article{exponentiallang-2015/9,
title={Exponential language modeling using morphological features and multi-task learning},
author={Fang H, Ostendorf M, Baumann P & Pierrehumbert J},
journal={IEEE/ACM Transactions on Audio, Speech and Language Processing },
volume={23},
pages={2410-2421},
publisher={Institute of Electrical and Electronics Engineers},
year = "2015"
}
Gender typicality in children's speech: a comparison of boys with and without gender identity disorder
Munson B, Crocker L, Pierrehumbert JB, Owen-Anderson A & Zucker KJ (2015), Journal of the Acoustical Society of America, 137(4), 1995-2003
BibTeX
@article{gendertypicalit-2015/4,
title={Gender typicality in children's speech: a comparison of boys with and without gender identity disorder},
author={Munson B, Crocker L, Pierrehumbert JB, Owen-Anderson A & Zucker KJ},
journal={Journal of the Acoustical Society of America},
volume={137},
pages={1995-2003},
publisher={AIP Publishing},
year = "2015"
}
Tracking word frequency effects through 130 years of sound change.
Hay JB, Pierrehumbert JB, Walker AJ & LaShell P (2015), Cognition, 139, 83-91
BibTeX
@article{trackingwordfre-2015/3,
title={Tracking word frequency effects through 130 years of sound change.},
author={Hay JB, Pierrehumbert JB, Walker AJ & LaShell P},
journal={Cognition},
volume={139},
pages={83-91},
year = "2015"
}
Reconciling inconsistency in encoded morphological distinctions in an artificial language
Pierrehumbert J, Schumacher RA & LaShell P (2014), Cognitive Science Society (CogSci 2014), Quebec City, Canada: Proceedings of the 36th Annual Meeting of the Cognitive Science Society
BibTeX
@inproceedings{reconcilinginco-2014/11,
title={Reconciling inconsistency in encoded morphological distinctions in an artificial language},
author={Pierrehumbert J, Schumacher RA & LaShell P},
year = "2014"
}
Learnability and generalisation of Arabic broken plural nouns.
Dawdy-Hesterberg LG & Pierrehumbert JB (2014), Language, cognition and neuroscience, 29(10), 1268-1282
BibTeX
@article{learnabilityand-2014/11,
title={Learnability and generalisation of Arabic broken plural nouns.},
author={Dawdy-Hesterberg LG & Pierrehumbert JB},
journal={Language, cognition and neuroscience},
volume={29},
pages={1268-1282},
year = "2014"
}
Subword-based modeling for handling OOV words inkeyword spotting
Yanzhang H, Hutchinson B, Baumann P, Ostendorf M, Fosler-Lussier E et al. (2014), 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 7864-7868
BibTeX
@inproceedings{subwordbasedmod-2014/5,
title={Subword-based modeling for handling OOV words inkeyword spotting},
author={Yanzhang H, Hutchinson B, Baumann P, Ostendorf M, Fosler-Lussier E et al.},
pages={7864-7868},
year = "2014"
}
Using resource-rich languages to improve morphological analysis of under-resourced languages
Baumann P & Pierrehumbert J (2014), Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014, 3355-3359
BibTeX
@inproceedings{usingresourceri-2014/1,
title={Using resource-rich languages to improve morphological analysis of under-resourced languages},
author={Baumann P & Pierrehumbert J},
pages={3355-3359},
year = "2014"
}
Rules, analogy, and social factors codetermine past-tense formation patterns in English
Rácz P, Beckner C, Hay JB & Pierrehumbert JB (2014), 2014 Joint Meeting of SIGMORPHON and SIGFSM MORPHFSM 2014, Proceedings, 55-63
BibTeX
@inproceedings{rulesanalogyand-2014/1,
title={Rules, analogy, and social factors codetermine past-tense formation patterns in English},
author={Rácz P, Beckner C, Hay JB & Pierrehumbert JB},
pages={55-63},
year = "2014"
}
Real Words, Possible Words, and New Words
Pierrehumbert JB (2014), Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014, 1866-1867
BibTeX
@inproceedings{realwordspossib-2014/1,
title={Real Words, Possible Words, and New Words},
author={Pierrehumbert JB},
pages={1866-1867},
year = "2014"
}
Reassignment of consonant allophones in rapid dialect acquisition
German JS, Carlson K & Pierrehumbert JB (2013), Journal of Phonetics, 41(3-4), 228-248
BibTeX
@article{reassignmentofc-2013/5,
title={Reassignment of consonant allophones in rapid dialect acquisition},
author={German JS, Carlson K & Pierrehumbert JB},
journal={Journal of Phonetics},
volume={41},
pages={228-248},
publisher={Elsevier},
year = "2013"
}
Conceptual Foundations of Phonology as a Laboratory Science (reprint)
Pierrehumbert JB, Beckman ME & Robert Ladd D (2012)
BibTeX
@misc{conceptualfound-2012/9,
title={Conceptual Foundations of Phonology as a Laboratory Science (reprint)},
author={Pierrehumbert JB, Beckman ME & Robert Ladd D},
year = "2012"
}
Burstiness of Verbs and Derived Nouns
Pierrehumbert JB (2012), 99-115
BibTeX
@misc{burstinessofver-2012/,
title={Burstiness of Verbs and Derived Nouns},
author={Pierrehumbert JB},
year = "2012"
}
Lexical Representations
Albright A, Lahiri A, Hawkins S & Pierrehumbert JB (2011)
BibTeX
@misc{lexicalrepresen-2011/12,
title={Lexical Representations},
author={Albright A, Lahiri A, Hawkins S & Pierrehumbert JB},
year = "2011"
}
Conceptual Foundations of Phonology as a Laboratory Science (reprint)
Pierrehumbert JB, Beckman ME & Ladd DR (2011)
BibTeX
@misc{conceptualfound-2011/12,
title={Conceptual Foundations of Phonology as a Laboratory Science (reprint)},
author={Pierrehumbert JB, Beckman ME & Ladd DR},
year = "2011"
}
Niche as a determinant of word fate in online groups.
Altmann EG, Pierrehumbert JB & Motter AE (2011), PloS one, 6(5), e19009
BibTeX
@article{nicheasadetermi-2011/5,
title={Niche as a determinant of word fate in online groups.},
author={Altmann EG, Pierrehumbert JB & Motter AE},
journal={PloS one},
volume={6},
pages={e19009},
year = "2011"
}