| 2026 | CoNLL | Measuring the Effects of Visual Salience in Human and AI Descriptions with Image Editing. | Nina Gregorio, Edoardo M. Ponti, Sharon Goldwater |
| 2026 | CoNLL | When transformers learn "impossible" languages, what do they learn? | Ram Janarthan, Coleman Haley, Sharon Goldwater |
| 2026 | CoNLL | A framework for analyzing concept representations in neural models. | Burin Naowarat, Hao Tang, Sharon Goldwater |
| 2025 | ACL | The Cross-linguistic Role of Animacy in Grammar Structures. | Nina Gregorio, Matteo Gay, Sharon Goldwater, Edoardo M. Ponti |
| 2025 | ACL | Revisiting Common Assumptions about Arabic Dialects in NLP. | Amr Keleg, Sharon Goldwater, Walid Magdy |
| 2025 | CogSci | Visual groundedness as an organizing principle for word class: Evidence from Japanese. | Coleman Haley, Sharon Goldwater |
| 2025 | Interspeech | Effective Context in Neural Speech Models. | Yen Meng, Sharon Goldwater, Hao Tang |
| 2025 | NAACL | A Grounded Typology of Word Classes. | Coleman Haley, Sharon Goldwater, Edoardo M. Ponti |
| 2024 | CogSci | A predictive learning model can simulate temporal dynamics and context effects found in neural representations of continuous speech. | Oli Danyi Liu, Hao Tang, Naomi H. Feldman, Sharon Goldwater |
| 2024 | Interspeech | Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations. | Mukhtar Mohamed, Oli Danyi Liu, Hao Tang, Sharon Goldwater |
| 2023 | EMNLP | ALDi: Quantifying the Arabic Level of Dialectness of Text. | Amr Keleg, Sharon Goldwater, Walid Magdy |
| 2023 | ICASSP | Analyzing Acoustic Word Embeddings from Pre-Trained Self-Supervised Speech Models. | Ramon Sanabria, Hao Tang, Sharon Goldwater |
| 2023 | Interspeech | Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces. | Oli Danyi Liu, Hao Tang, Sharon Goldwater |
| 2023 | Interspeech | Parsing dialog turns with prosodic features in English. | Elizabeth Nielsen, Mark Steedman, Sharon Goldwater |
| 2023 | Interspeech | Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling. | Ramon Sanabria, Ondrej Klejch, Hao Tang, Sharon Goldwater |
| 2022 | CogSci | Regularization or lexical probability-matching? How German speakers generalize plural morphology. | Kate McCurdy, Sharon Goldwater, Adam Lopez |
| 2021 | ACL | Prosodic segmentation for parsing spoken dialogue. | Elizabeth Nielsen, Mark Steedman, Sharon Goldwater |
| 2021 | EACL | A phonetic model of non-native spoken word processing. | Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi Feldman, Sharon Goldwater |
| 2021 | ICWSM | Identity Signals in Emoji do not Influence Perception of Factual Truth on Twitter. | Alexander Robertson, Walid Magdy, Sharon Goldwater |
| 2020 | ACL | Inflecting When There's No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German Plurals. | Kate McCurdy, Sharon Goldwater, Adam Lopez |
| 2020 | CogSci | Input matters in the modeling of early phonetic learning. | Ruolan Li, Thomas Schatz, Yevgen Matusevych, Sharon Goldwater, Naomi Feldman |
| 2020 | CogSci | Evaluating computational models of infant phonetic learning across languages. | Yevgen Matusevych, Thomas Schatz, Herman Kamper, Naomi Feldman, Sharon Goldwater |
| 2020 | EMNLP | The role of context in neural pitch accent detection in English. | Elizabeth Nielsen, Mark Steedman, Sharon Goldwater |
| 2020 | ICASSP | Cross-Lingual Topic Prediction For Speech Using Translations. | Sameer Bansal, Herman Kamper, Adam Lopez, Sharon Goldwater |
| 2020 | ICASSP | Multilingual Acoustic Word Embedding Models for Processing Zero-resource Languages. | Herman Kamper, Yevgen Matusevych, Sharon Goldwater |
| 2020 | ICASSP | Analyzing ASR Pretraining for Low-Resource Speech-to-Text Translation. | Mihaela C. Stoian, Sameer Bansal, Sharon Goldwater |
| 2019 | ACL | Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection. | Maria Corkery, Yevgen Matusevych, Sharon Goldwater |
| 2019 | NAACL | Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. | Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater |
| 2019 | NAACL | Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text. | Toms Bergmanis, Sharon Goldwater |
| 2018 | Interspeech | Low-Resource Speech-to-Text Translation. | Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater |
| 2018 | Interspeech | Multilingual Bottleneck Features for Subword Modeling in Zero-resource Languages. | Enno Hermann, Sharon Goldwater |
| 2018 | ICWSM | Self-Representation on Twitter Using Emoji Skin Color Modifiers. | Alexander Robertson, Walid Magdy, Sharon Goldwater |
| 2018 | NAACL | Context Sensitive Neural Lemmatization with Lematus. | Toms Bergmanis, Sharon Goldwater |
| 2018 | NAACL | Evaluating Historical Text Normalization Systems: How Well Do They Generalize? | Alexander Robertson, Sharon Goldwater |
| 2017 | ASRU | An embedded segmental K-means model for unsupervised segmentation and clustering of speech. | Herman Kamper, Karen Livescu, Sharon Goldwater |
| 2017 | CoNLL | Training Data Augmentation for Low-Resource Morphological Inflection. | Toms Bergmanis, Katharina Kann, Hinrich Schtze, Sharon Goldwater |
| 2017 | EACL | From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction. | Toms Bergmanis, Sharon Goldwater |
| 2017 | EACL | Towards speech-to-text translation without speech recognition. | Sameer Bansal, Herman Kamper, Adam Lopez, Sharon Goldwater |
| 2017 | EACL | Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media. | Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray, Sharon Goldwater |
| 2017 | EMNLP | Spoken Term Discovery for Language Documentation using Translations. | Antonios Anastasopoulos, Sameer Bansal, David Chiang, Sharon Goldwater, Adam Lopez |
| 2017 | ICASSP | Weakly supervised spoken term discovery using cross-lingual side information. | Sameer Bansal, Herman Kamper, Sharon Goldwater, Adam Lopez |
| 2015 | ICASSP | Unsupervised neural network based feature extraction using weak top-down constraints. | Herman Kamper, Micha Elsner, Aren Jansen, Sharon Goldwater |
| 2015 | Interspeech | Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model. | Herman Kamper, Aren Jansen, Sharon Goldwater |
| 2015 | Interspeech | A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge. | Daniel Renshaw, Herman Kamper, Aren Jansen, Sharon Goldwater |
| 2014 | ACL | Weak semantic context helps phonetic learning in a model of infant language acquisition. | Stella Frank, Naomi Feldman, Sharon Goldwater |
| 2014 | ACL | POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process. | Kairit Sirts, Jacob Eisenstein, Micha Elsner, Sharon Goldwater |
| 2013 | EMNLP | A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability. | Micha Elsner, Sharon Goldwater, Naomi Feldman, Frank Wood |
| 2013 | EMNLP | Exploring the Utility of Joint Morphological and Syntactic Learning from Child-directed Speech. | Stella Frank, Frank Keller, Sharon Goldwater |
| 2013 | ICASSP | A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. | Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Brschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas |
| 2012 | ACL | Bootstrapping a Unified Model of Lexical and Phonetic Acquisition. | Micha Elsner, Sharon Goldwater, Jacob Eisenstein |
| 2012 | ACL | Semantic Parsing with Bayesian Tree Transducers. | Bevan K. Jones, Mark Johnson, Sharon Goldwater |
| 2012 | EACL | A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings. | Tom Kwiatkowski, Sharon Goldwater, Luke Zettlemoyer, Mark Steedman |
| 2011 | CogSci | Unsupervised Extraction of Recurring Words from Infant-Directed Speech. | Fergus McInnes, Sharon Goldwater |
| 2011 | CogSci | Predictability effects in adult-directed and infant-directed speech: Does the listener matter? | John K. Pate, Sharon Goldwater |
| 2011 | EMNLP | A Bayesian Mixture Model for PoS Induction Using Multiple Features. | Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman |
| 2011 | EMNLP | Unsupervised NLP and Human Language Acquisition: Making Connections to Make Progress. | Sharon Goldwater |
| 2011 | EMNLP | Lexical Generalization in CCG Grammar Induction for Semantic Parsing. | Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, Mark Steedman |
| 2010 | EMNLP | Two Decades of Unsupervised POS Induction: How Far Have We Come? | Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman |
| 2010 | EMNLP | Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification. | Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, Mark Steedman |
| 2009 | ACL | A Note on the Implementation of Hierarchical Dirichlet Processes. | Phil Blunsom, Trevor Cohn, Sharon Goldwater, Mark Johnson |
| 2009 | IJCAI | Improving Morphology Induction by Learning Spelling Rules. | Jason Naradowsky, Sharon Goldwater |
| 2009 | NAACL | Inducing Compact but Accurate Tree-Substitution Grammars. | Trevor Cohn, Sharon Goldwater, Phil Blunsom |
| 2009 | NAACL | Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars. | Mark Johnson, Sharon Goldwater |
| 2008 | ACL | Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates. | Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning |
| 2007 | ACL | A fully Bayesian approach to unsupervised part-of-speech tagging. | Sharon Goldwater, Thomas L. Griffiths |
| 2007 | NAACL | Bayesian Inference for PCFGs via Markov Chain Monte Carlo. | Mark Johnson, Thomas L. Griffiths, Sharon Goldwater |
| 2006 | ACL | Contextual Dependencies in Unsupervised Word Segmentation. | Sharon Goldwater, Thomas L. Griffiths, Mark Johnson |
| 2005 | CoNLL | Representational Bias in Unsupervised Learning of Syllable Structure. | Sharon Goldwater, Mark Johnson |
| 2005 | NAACL | Improving Statistical MT through Morphological Analysis. | Sharon Goldwater, David McClosky |
| 2000 | COLING | Compiling Language Models from a Linguistically Motivated Unification Grammar. | Manny Rayner, Beth Ann Hockey, Frankie James, Elizabeth Owen Bratt, Sharon Goldwater, Jean Mark Gawron |