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ORCIDJanet B. Pierrehumbert
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- affiliation: University of Oxford, UK
- affiliation (1989 - 2015): Northwestern University, Department of Linguistics, Evanston, IL, USA
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2020 – today
- 2024
[j7]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. Trans. Assoc. Comput. Linguistics 12: 411-431 (2024)- [c38]Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert:
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. LREC/COLING 2024: 13033-13049 - [c37]Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert:
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network. LREC/COLING 2024: 15273-15284 - [c36]Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert:
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. ICML 2024 - [c35]Anna R. George, Maximilian Ahrens, Janet B. Pierrehumbert, Michael McMahon:
Conspiracy Detection Beyond Text: Exploring the Feasibility of Adding Psycho-Linguistic Features to Enhance Conspiracy Detection Models. MISDOOM 2024: 32-45 - [c34]Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren:
Time Machine GPT. NAACL-HLT (Findings) 2024: 3281-3292 - [i22]Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert:
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. CoRR abs/2402.02805 (2024) - [i21]Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert:
STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network. CoRR abs/2403.15885 (2024) - [i20]Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert:
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. CoRR abs/2404.03301 (2024) - [i19]Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren:
Time Machine GPT. CoRR abs/2404.18543 (2024) - [i18]Ruiran Su, Janet B. Pierrehumbert:
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics. CoRR abs/2407.07038 (2024) - [i17]Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren:
Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings. CoRR abs/2407.17624 (2024) - [i16]Valentin Hofmann, Leonie Weissweiler, David R. Mortensen, Hinrich Schütze, Janet B. Pierrehumbert:
Derivational Morphology Reveals Analogical Generalization in Large Language Models. CoRR abs/2411.07990 (2024) - 2023
- [c33]Isabelle Lorge, Janet B. Pierrehumbert:
Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models. BlackboxNLP@EMNLP 2023: 296-316 - [i15]Isabelle Lorge, Janet B. Pierrehumbert:
Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models. CoRR abs/2305.16426 (2023) - 2022
- [c32]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. ACL (2) 2022: 385-393 - [c31]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. ICML 2022: 8796-8810 - [c30]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. ICWSM 2022: 1259-1267 - [c29]Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert:
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. NAACL-HLT 2022: 175-190 - [c28]Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. NAACL-HLT (Findings) 2022: 536-550 - [c27]Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert:
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. NAACL-HLT 2022: 1471-1484 - [d1]Valentin Hofmann
, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. Zenodo, 2022
- [i14]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. CoRR abs/2203.08565 (2022) - [i13]Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert:
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. CoRR abs/2205.10408 (2022) - [i12]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. CoRR abs/2212.07547 (2022) - 2021
- [c26]Paul Röttger, Bertie Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert:
HateCheck: Functional Tests for Hate Speech Detection Models. ACL/IJCNLP (1) 2021: 41-58 - [c25]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words. ACL/IJCNLP (1) 2021: 3594-3608 - [c24]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. ACL/IJCNLP (1) 2021: 6970-6984 - [c23]Paul Röttger, Janet B. Pierrehumbert:
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media. EMNLP (Findings) 2021: 2400-2412 - [c22]Felix Drinkall, Janet B. Pierrehumbert:
Predicting COVID-19 Cases using Reddit Posts and other Online Resources (short paper). SwissText 2021 - [i11]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology. CoRR abs/2101.00403 (2021) - [i10]Paul Röttger, Janet B. Pierrehumbert:
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media. CoRR abs/2104.08116 (2021) - [i9]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Agenda Setting and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. CoRR abs/2104.08829 (2021) - [i8]Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert:
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. CoRR abs/2112.07475 (2021) - 2020
- [c21]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
A Graph Auto-encoder Model of Derivational Morphology. ACL 2020: 1127-1138 - [c20]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Predicting the Growth of Morphological Families from Social and Linguistic Factors. ACL 2020: 7273-7283 - [c19]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model. EMNLP (1) 2020: 3848-3861 - [c18]Janet B. Pierrehumbert:
The cognitive status of simple and complex models. INTERSPEECH 2020 - [i7]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Generating Derivational Morphology with BERT. CoRR abs/2005.00672 (2020) - [i6]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. CoRR abs/2010.12684 (2020) - [i5]Paul Röttger, Bertram Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert:
HateCheck: Functional Tests for Hate Speech Detection Models. CoRR abs/2012.15606 (2020)
2010 – 2019
- 2017
- [c17]R. Alexander Schumacher, Janet B. Pierrehumbert:
Prior Expectations in Linguistic Learning: A Stochastic Model of Individual Differences. CogSci 2017 - 2016
- [j6]Cynthia G. Clopper, Terrin N. Tamati, Janet B. Pierrehumbert:
Variation in the strength of lexical encoding across dialects. J. Phonetics 58: 87-103 (2016) - [j5]Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert:
Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search. IEEE ACM Trans. Audio Speech Lang. Process. 24(1): 79-92 (2016) - 2015
- [j4]Hao Fang, Mari Ostendorf, Peter Baumann, Janet B. Pierrehumbert:
Exponential Language Modeling Using Morphological Features and Multi-Task Learning. IEEE ACM Trans. Audio Speech Lang. Process. 23(12): 2410-2421 (2015) - 2014
- [c16]Janet B. Pierrehumbert:
Real Words, Possible Words, and New Words. CogSci 2014 - [c15]R. Alexander Schumacher, Janet B. Pierrehumbert, Patrick Lashell:
Reconciling Inconsistency in Encoded Morphological Distinctions in an Artificial Language. CogSci 2014 - [c14]Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert:
Subword-based modeling for handling OOV words inkeyword spotting. ICASSP 2014: 7864-7868 - [c13]Peter Baumann, Janet B. Pierrehumbert:
Using Resource-Rich Languages to Improve Morphological Analysis of Under-Resourced Languages. LREC 2014: 3355-3359 - [c12]Péter Rácz, Clay Beckner, Jennifer Hay, Janet B. Pierrehumbert:
Rules, Analogy, and Social Factors Codetermine Past-tense Formation Patterns in English. SIGMORPHON/SIGFSM 2014: 55-63 - [i4]Janet B. Pierrehumbert, Forrest Stonedahl, Robert Daland:
A model of grassroots changes in linguistic systems. CoRR abs/1408.1985 (2014) - 2013
- [j3]James Sneed German, Katy Carlson, Janet B. Pierrehumbert:
Reassignment of consonant allophones in rapid dialect acquisition. J. Phonetics 41(3-4): 228-248 (2013) - 2012
- [c11]Janet B. Pierrehumbert:
Burstiness of Verbs and Derived Nouns. Shall We Play the Festschrift Game? 2012: 99-115 - 2011
- [j2]Robert Daland, Janet B. Pierrehumbert:
Learning Diphone-Based Segmentation. Cogn. Sci. 35(1): 119-155 (2011) - 2010
- [c10]Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos:
Audio-visual anticipatory coarticulation modeling by human and machine. INTERSPEECH 2010: 2682-2685 - [i3]Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter:
Niche as a determinant of word fate in online groups. CoRR abs/1009.3321 (2010)
2000 – 2009
- 2009
- [i2]Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter:
Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words. CoRR abs/0901.2349 (2009) - 2007
- [c9]Robert Daland, Andrea D. Sims, Janet B. Pierrehumbert:
Much ado about nothing: A social network model of Russian paradigmatic gaps. ACL 2007 - 2006
- [j1]Janet B. Pierrehumbert:
The next toolkit. J. Phonetics 34(4): 516-530 (2006)
1990 – 1999
- 1997
- [c8]John Coleman, Janet B. Pierrehumbert:
Stochastic phonological grammars and acceptability. SIGMORPHON@EACL 1997 - [i1]John Coleman, Janet B. Pierrehumbert:
Stochastic phonological grammars and acceptability. CoRR cmp-lg/9707017 (1997) - 1994
- [c7]Janet B. Pierrehumbert, Stefan Frisch:
Source allophony and speech synthesis. SSW 1994: 1-4 - 1992
- [c6]Kim E. A. Silverman, Mary E. Beckman, John F. Pitrelli, Mari Ostendorf, Colin W. Wightman, Patti Price, Janet B. Pierrehumbert, Julia Hirschberg:
TOBI: a standard for labeling English prosody. ICSLP 1992: 867-870
1980 – 1989
- 1987
- [c5]Julia Hirschberg, Diane J. Litman, Janet B. Pierrehumbert, G. Ward:
Intonation and the Intentional Structure of Discourse. IJCAI 1987: 636-639 - 1986
- [c4]Julia Hirschberg, Janet B. Pierrehumbert:
The intonational Structuring of Discourse. ACL 1986: 136-144 - [c3]Mary E. Beckman, Janet B. Pierrehumbert:
Japanese prosodic phrasing and intonation Synthesis. ACL 1986: 173-180 - 1984
- [c2]Mark Anderson, Janet B. Pierrehumbert, Mark Y. Liberman:
Synthesis by rule of english intonation patterns. ICASSP 1984: 77-80 - 1983
- [c1]Janet B. Pierrehumbert:
Automatic Recognition of Intonation Patterns. ACL 1983: 85-90
Coauthor Index
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