Janet B. Pierrehumbert

According to our database, Janet B. Pierrehumbert authored at least 55 papers between 1983 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Geographic Adaptation of Pretrained Language Models.

Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze

Trans. Assoc. Comput. Linguistics, 2024

Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings.

Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren

CoRR, 2024

Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics.

Ruiran Su, Janet B. Pierrehumbert

CoRR, 2024

STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network.

Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert

CoRR, 2024

Time Machine GPT.

Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Conspiracy Detection Beyond Text: Exploring the Feasibility of Adding Psycho-Linguistic Features to Enhance Conspiracy Detection Models.

Anna R. George, Maximilian Ahrens, Janet B. Pierrehumbert, Michael McMahon

Proceedings of the Disinformation in Open Online Media, 2024

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning.

Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert

Proceedings of the Forty-first International Conference on Machine Learning, 2024

STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network.

Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics.

Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models.

Isabelle Lorge, Janet B. Pierrehumbert

Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

2022

The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse.

Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert

Dataset, January, 2022

Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks.

Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity.

Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts.

Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse.

Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the International Conference on Machine Learning, 2022

An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers.

Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Modeling Ideological Agenda Setting and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

CoRR, 2021

Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

CoRR, 2021

Predicting COVID-19 Cases using Reddit Posts and other Online Resources (short paper).

Felix Drinkall, Janet B. Pierrehumbert

Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, 2021

Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media.

Paul Röttger, Janet B. Pierrehumbert

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

HateCheck: Functional Tests for Hate Speech Detection Models.

Paul Röttger, Bertie Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Dynamic Contextualized Word Embeddings.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Generating Derivational Morphology with BERT.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

CoRR, 2020

The cognitive status of simple and complex models.

Janet B. Pierrehumbert

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

DagoBERT: Generating Derivational Morphology with a Pretrained Language Model.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Graph Auto-encoder Model of Derivational Morphology.

Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Predicting the Growth of Morphological Families from Social and Linguistic Factors.

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2017

Prior Expectations in Linguistic Learning: A Stochastic Model of Individual Differences.

R. Alexander Schumacher, Janet B. Pierrehumbert

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search.

Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Variation in the strength of lexical encoding across dialects.

Cynthia G. Clopper, Terrin N. Tamati, Janet B. Pierrehumbert

J. Phonetics, 2016

2015

Exponential Language Modeling Using Morphological Features and Multi-Task Learning.

Hao Fang, Mari Ostendorf, Peter Baumann, Janet B. Pierrehumbert

IEEE ACM Trans. Audio Speech Lang. Process., 2015

2014

A model of grassroots changes in linguistic systems.

Janet B. Pierrehumbert, Forrest Stonedahl, Robert Daland

CoRR, 2014

Rules, Analogy, and Social Factors Codetermine Past-tense Formation Patterns in English.

Péter Rácz, Clay Beckner, Jennifer Hay, Janet B. Pierrehumbert

Proceedings of the 2014 Joint Meeting of SIGMORPHON and SIGFSM, 2014

Using Resource-Rich Languages to Improve Morphological Analysis of Under-Resourced Languages.

Peter Baumann, Janet B. Pierrehumbert

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Subword-based modeling for handling OOV words inkeyword spotting.

Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert

Proceedings of the IEEE International Conference on Acoustics, 2014

Reconciling Inconsistency in Encoded Morphological Distinctions in an Artificial Language.

R. Alexander Schumacher, Janet B. Pierrehumbert, Patrick Lashell

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Real Words, Possible Words, and New Words.

Janet B. Pierrehumbert

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Reassignment of consonant allophones in rapid dialect acquisition.

James Sneed German, Katy Carlson, Janet B. Pierrehumbert

J. Phonetics, 2013

2012

Burstiness of Verbs and Derived Nouns.

Janet B. Pierrehumbert

Proceedings of the Shall We Play the Festschrift Game?, 2012

2011

Learning Diphone-Based Segmentation.

Robert Daland, Janet B. Pierrehumbert

Cogn. Sci., 2011

2010

Niche as a determinant of word fate in online groups

Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter

CoRR, 2010

Audio-visual anticipatory coarticulation modeling by human and machine.

Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2009

Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words

Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter

CoRR, 2009

2007

Much ado about nothing: A social network model of Russian paradigmatic gaps.

Robert Daland, Andrea D. Sims, Janet B. Pierrehumbert

Proceedings of the ACL 2007, 2007

2006

The next toolkit.

Janet B. Pierrehumbert

J. Phonetics, 2006

1997

Stochastic phonological grammars and acceptability.

John Coleman, Janet B. Pierrehumbert

Proceedings of the Computational Phonology: Third Meeting of the ACL Special Interest Group in Computational Phonology, 1997

1994

Source allophony and speech synthesis.

Janet B. Pierrehumbert, Stefan Frisch

Proceedings of the Second ESCA/IEEE Workshop on Speech Synthesis, 1994

1992

TOBI: a standard for labeling English prosody.

Kim E. A. Silverman, Mary E. Beckman, John F. Pitrelli, Mari Ostendorf, Colin W. Wightman, Patti Price, Janet B. Pierrehumbert, Julia Hirschberg

Proceedings of the Second International Conference on Spoken Language Processing, 1992

1987

Intonation and the Intentional Structure of Discourse.

Julia Hirschberg, Diane J. Litman, Janet B. Pierrehumbert, G. Ward

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986

The intonational Structuring of Discourse.

Julia Hirschberg, Janet B. Pierrehumbert

Proceedings of the 24th Annual Meeting of the Association for Computational Linguistics, 1986

Japanese prosodic phrasing and intonation Synthesis.

Mary E. Beckman, Janet B. Pierrehumbert

Proceedings of the 24th Annual Meeting of the Association for Computational Linguistics, 1986

1984

Synthesis by rule of english intonation patterns.

Mark Anderson, Janet B. Pierrehumbert, Mark Liberman

Proceedings of the IEEE International Conference on Acoustics, 1984

1983

Automatic Recognition of Intonation Patterns.

Janet B. Pierrehumbert

Proceedings of the 21st Annual Meeting of the Association for Computational Linguistics, 1983