Janet B. Pierrehumbert

79 papers A* 10A 3B 4Misc 2Journal 35Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models. EACL (Findings) Ruiran Su, Markus Leippold, Janet B. Pierrehumbert
2026	J	`jnl`	Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models. CoRR Ruiran Su, Janet B. Pierrehumbert, Markus Leippold
2026	J	`jnl`	Can Large Language Models Generalize Procedures Across Representations? CoRR Fangru Lin, Valentin Hofmann, Xingchen Wan, Weixing Wang, Zifeng Ding, Anthony G. Cohn, Janet B. Pierrehumbert
2025	—	`conf`	Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. ACL (1) Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei
2025	A*	`conf`	ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts. EMNLP Ruiran Su, Jiasheng Si, Zhijiang Guo, Janet B. Pierrehumbert
2025	J	`jnl`	ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts. CoRR Ruiran Su, Jiasheng Si, Zhijiang Guo, Janet B. Pierrehumbert
2025	—	`conf`	Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs. COLING Workshops Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren
2025	—	`conf`	Quantifying Compositionality of Classic and State-of-the-Art Embeddings. EMNLP (Findings) Zhijin Guo, Chenhao Xue, Zhaozhen Xu, Hongbo Bo, Yuxuan Ye, Janet B. Pierrehumbert, Martha Lewis
2025	J	`jnl`	Quantifying Compositionality of Classic and State-of-the-Art Embeddings. CoRR Zhijin Guo, Chenhao Xue, Zhaozhen Xu, Hongbo Bo, Yuxuan Ye, Janet B. Pierrehumbert, Martha Lewis
2025	—	`conf`	Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups. ACL (Findings) Felix Drinkall, Stefan Zohren, Michael McMahon, Janet B. Pierrehumbert
2025	J	`jnl`	Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups. CoRR Felix Drinkall, Stefan Zohren, Michael McMahon, Janet B. Pierrehumbert
2025	J	`jnl`	When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks. CoRR Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren
2024	—	`conf`	Conspiracy Detection Beyond Text: Exploring the Feasibility of Adding Psycho-Linguistic Features to Enhance Conspiracy Detection Models. MISDOOM Anna R. George, Maximilian Ahrens, Janet B. Pierrehumbert, Michael McMahon
2024	J	`jnl`	Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics. CoRR Ruiran Su, Janet B. Pierrehumbert
2024	J	`jnl`	Derivational Morphology Reveals Analogical Generalization in Large Language Models. CoRR Valentin Hofmann, Leonie Weissweiler, David R. Mortensen, Hinrich Schütze, Janet B. Pierrehumbert
2024	J	`jnl`	Geographic Adaptation of Pretrained Language Models. Trans. Assoc. Comput. Linguistics Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
2024	A*	`conf`	Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. ICML Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert
2024	J	`jnl`	Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. CoRR Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert
2024	—	`conf`	Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. LREC/COLING Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert
2024	J	`jnl`	Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. CoRR Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert
2024	—	`conf`	STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network. LREC/COLING Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert
2024	J	`jnl`	STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network. CoRR Isabelle Lorge, Li Zhang, Xiaowen Dong, Janet B. Pierrehumbert
2024	—	`conf`	Time Machine GPT. NAACL-HLT (Findings) Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren
2024	J	`jnl`	Time Machine GPT. CoRR Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren
2024	J	`jnl`	Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings. CoRR Felix Drinkall, Janet B. Pierrehumbert, Stefan Zohren
2023	—	`conf`	Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models. BlackboxNLP@EMNLP Isabelle Lorge, Janet B. Pierrehumbert
2023	J	`jnl`	Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models. CoRR Isabelle Lorge, Janet B. Pierrehumbert
2022	—	`conf`	An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. ACL (2) Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2022	—	`conf`	Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. NAACL-HLT Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert
2022	J	`jnl`	Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. CoRR Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert
2022	J	`jnl`	Geographic Adaptation of Pretrained Language Models. CoRR Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
2022	—	`conf`	Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. NAACL-HLT (Findings) Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze
2022	A	`conf`	The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. ICWSM Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2022	—	`conf`	Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. NAACL-HLT Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert
2022	A*	`conf`	Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. ICML Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2022	J	`jnl`	Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. CoRR Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021	—	`conf`	Dynamic Contextualized Word Embeddings. ACL/IJCNLP (1) Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021	—	`conf`	HateCheck: Functional Tests for Hate Speech Detection Models. ACL/IJCNLP (1) Paul Röttger, Bertie Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert
2021	J	`jnl`	Modeling Ideological Agenda Setting and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. CoRR Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021	—	`conf`	Predicting COVID-19 Cases using Reddit Posts and other Online Resources (short paper). SwissText Felix Drinkall, Janet B. Pierrehumbert
2021	—	`conf`	Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words. ACL/IJCNLP (1) Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021	J	`jnl`	Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology. CoRR Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021	—	`conf`	Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media. EMNLP (Findings) Paul Röttger, Janet B. Pierrehumbert
2021	J	`jnl`	Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media. CoRR Paul Röttger, Janet B. Pierrehumbert
2021	J	`jnl`	Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. CoRR Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert
2020	A*	`conf`	A Graph Auto-encoder Model of Derivational Morphology. ACL Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2020	—	`conf`	DagoBERT: Generating Derivational Morphology with a Pretrained Language Model. EMNLP (1) Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020	J	`jnl`	Dynamic Contextualized Word Embeddings. CoRR Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020	J	`jnl`	Generating Derivational Morphology with BERT. CoRR Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020	J	`jnl`	HateCheck: Functional Tests for Hate Speech Detection Models. CoRR Paul Röttger, Bertram Vidgen, Dong Nguyen, Zeerak Waseem, Helen Z. Margetts, Janet B. Pierrehumbert
2020	A*	`conf`	Predicting the Growth of Morphological Families from Social and Linguistic Factors. ACL Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020	A	`conf`	The cognitive status of simple and complex models. INTERSPEECH Janet B. Pierrehumbert
2017	B	`conf`	Prior Expectations in Linguistic Learning: A Stochastic Model of Individual Differences. CogSci R. Alexander Schumacher, Janet B. Pierrehumbert
2016	J	`jnl`	Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search. IEEE ACM Trans. Audio Speech Lang. Process. Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert
2016	J	`jnl`	Variation in the strength of lexical encoding across dialects. J. Phonetics Cynthia G. Clopper, Terrin N. Tamati, Janet B. Pierrehumbert
2015	J	`jnl`	Exponential Language Modeling Using Morphological Features and Multi-Task Learning. IEEE ACM Trans. Audio Speech Lang. Process. Hao Fang, Mari Ostendorf, Peter Baumann, Janet B. Pierrehumbert
2014	J	`jnl`	A model of grassroots changes in linguistic systems. CoRR Janet B. Pierrehumbert, Forrest Stonedahl, Robert Daland
2014	B	`conf`	Real Words, Possible Words, and New Words. CogSci Janet B. Pierrehumbert
2014	B	`conf`	Reconciling Inconsistency in Encoded Morphological Distinctions in an Artificial Language. CogSci R. Alexander Schumacher, Janet B. Pierrehumbert, Patrick Lashell
2014	—	`conf`	Rules, Analogy, and Social Factors Codetermine Past-tense Formation Patterns in English. SIGMORPHON/SIGFSM Péter Rácz, Clay Beckner, Jennifer Hay, Janet B. Pierrehumbert
2014	Misc	`conf`	Subword-based modeling for handling OOV words inkeyword spotting. ICASSP Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert
2014	B	`conf`	Using Resource-Rich Languages to Improve Morphological Analysis of Under-Resourced Languages. LREC Peter Baumann, Janet B. Pierrehumbert
2013	J	`jnl`	Reassignment of consonant allophones in rapid dialect acquisition. J. Phonetics James Sneed German, Katy Carlson, Janet B. Pierrehumbert
2012	—	`conf`	Burstiness of Verbs and Derived Nouns. Shall We Play the Festschrift Game? Janet B. Pierrehumbert
2011	J	`jnl`	Learning Diphone-Based Segmentation. Cogn. Sci. Robert Daland, Janet B. Pierrehumbert
2010	A	`conf`	Audio-visual anticipatory coarticulation modeling by human and machine. INTERSPEECH Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos
2010	J	`jnl`	Niche as a determinant of word fate in online groups CoRR Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter
2009	J	`jnl`	Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words CoRR Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter
2007	A*	`conf`	Much ado about nothing: A social network model of Russian paradigmatic gaps. ACL Robert Daland, Andrea D. Sims, Janet B. Pierrehumbert
2006	J	`jnl`	The next toolkit. J. Phonetics Janet B. Pierrehumbert
1997	J	`jnl`	Stochastic phonological grammars and acceptability CoRR John Coleman, Janet B. Pierrehumbert
1997	—	`conf`	Stochastic phonological grammars and acceptability. SIGMORPHON@EACL John Coleman, Janet B. Pierrehumbert
1994	—	`conf`	Source allophony and speech synthesis. SSW Janet B. Pierrehumbert, Stefan Frisch
1992	—	`conf`	TOBI: a standard for labeling English prosody. ICSLP Kim E. A. Silverman, Mary E. Beckman, John F. Pitrelli, Mari Ostendorf, Colin W. Wightman, Patti Price, Janet B. Pierrehumbert, Julia Hirschberg
1987	A*	`conf`	Intonation and the Intentional Structure of Discourse. IJCAI Julia Hirschberg, Diane J. Litman, Janet B. Pierrehumbert, G. Ward
1986	A*	`conf`	Japanese prosodic phrasing and intonation Synthesis. ACL Mary E. Beckman, Janet B. Pierrehumbert
1986	A*	`conf`	The intonational Structuring of Discourse. ACL Julia Hirschberg, Janet B. Pierrehumbert
1984	Misc	`conf`	Synthesis by rule of english intonation patterns. ICASSP Mark Anderson, Janet B. Pierrehumbert, Mark Y. Liberman
1983	A*	`conf`	Automatic Recognition of Intonation Patterns. ACL Janet B. Pierrehumbert