Anej Svete, Robin Shing Moon Chan, Ryan Cotterell
(2024).
On Efficiently Representing Regular Languages as RNNs.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Anej Svete, Ryan Cotterell
(2024).
Transformers Can Represent n-gram Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).
Stephen Bothwell, Brian DuSell, David Chiang, Brian Krostenko
(2024).
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).
Josef Valvoda, Ryan Cotterell
(2024).
Towards Explainability in Legal Outcome Prediction Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).
Anej Svete$^*$, Franz Nowak$^*$, Anisha Mohamed Sahabdeen, Ryan Cotterell
(2024).
Lower Bounds on the Expressivity of Recurrent Neural Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).
Kevin Du, Vésteinn Snæbjarnarson, Niklas Stoehr, Jennifer C. White, Aaron Schein, Ryan Cotterell
(2024).
Context versus Prior Knowledge in Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Jiaoda Li, Jennifer C. White, Mrinmaya Sachan, Ryan Cotterell
(2024).
A Transformer with Stack Attention.
Findings of the Association for Computational Linguistics: NAACL 2024.
Tiago Pimentel, Clara Meister, Ethan Wilcox, Kyle Mahowald, Ryan Cotterell
(2023).
Revisiting the Optimality of Word Lengths.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.
Lukas Wolf, Tiago Pimentel, Evelina Fedorenko, Ryan Cotterell, Alex Warstadt, Ethan Wilcox, Tamar Regev
(2023).
Quantifying the redundancy between prosody and text.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.
Tiago Pimentel, Clara Meister, Ethan Wilcox, Kyle Mahowald, Ryan Cotterell
(2023).
On the Optimality of Word Lengths.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.
Andreas Opedal, Eleftheria Tsipidi, Tiago Pimentel, Ryan Cotterell, Tim Vieira
(2023).
An Exploration of Left-Corner Transformations.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.
Vilém Zouhar, Clara Meister, Juan Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell
(2023).
Tokenization and the Noiseless Channel.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Clara Meister, Tiago Pimentel, Luca Malagutti, Ryan Cotterell
(2023).
On the Efficacy of Sampling Adapters.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Tiago Pimentel, Clara Meister, Ethan G. Wilcox, Roger Levy, Ryan Cotterell
(2023).
On the Effect of Anticipation on Reading Times.
Transactions of the Association for Computational Linguistics.
Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell
(2023).
Log-Linear Guardedness and Its Implications.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Clara Meister, Tiago Pimentel, Gian Wiher, Ryan Cotterell
(2023).
Locally Typical Sampling.
Transactions of the Association for Computational Linguistics.
Afra Amini$^*$, Tianyu Liu$^*$, Ryan Cotterell
(2023).
Hexatagging: Projective Dependency Parsing as Tagging.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers).
Kevin Du, Lucas Torroba Hennigen, Niklas Stoehr, Alex Warstadt, Ryan Cotterell
(2023).
Generalizing Backpropagation for Gradient-Based Interpretability.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Kevin Du, Lucas Torroba Hennigen, Niklas Stoehr, Alex Warstadt, Ryan Cotterell
(2023).
Generalizing Backpropagation for Gradient-Based Interpretability.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Andreas Opedal, Ran Zmigrod, Tim Vieira, Ryan Cotterell, Jason Eisner
(2023).
Efficient Semiring-Weighted Earley Parsing.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Andreas Opedal, Ran Zmigrod, Tim Vieira, Ryan Cotterell, Jason Eisner
(2023).
Efficient Semiring-Weighted Earley Parsing.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Alexandra Butoi, Ryan Cotterell, David Chiang
(2023).
Convergence and Diversity in the Control Hierarchy.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Niklas Stoehr, Lucas Torroba Hennigen, Josef Valvoda, Robert West, Ryan Cotterell, Aaron Schein
(2023).
An Ordinal Latent Variable Model of Conflict Intensity.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell
(2023).
A Measure-theoretic Characterization of Tight Language Model.
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Vilém Zouhar, Clara Meister, Juan Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell
(2023).
A Formal Perspective on Byte-Pair Encoding.
Findings of the Association for Computational Linguistics: ACL 2023.
Niklas Stoehr, Ryan Cotterell, Aaron Schein
(2023).
Sentiment as an Ordinal Latent Variable.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics.
Clemente Pasti, Andreas Opedal, Tiago Pimentel, Tim Vieira, Jason Eisner, Ryan Cotterell
(2023).
On the Intersection of Context-Free and Regular Languages.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics.
Niklas Stoehr, Benjamin J. Radford, Ryan Cotterell, Aaron Schein
(2023).
The Ordered Matrix Dirichlet for State-Space Models.
Proceedings of the 26th International Conference on Artificial Intelligence and Statistics.
Karolina Stańczak, Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell, Isabelle Augenstein
(2023).
A Latent-Variable Model for Intrinsic Probing.
Proceedings of the 37th AAAI Conference on Artificial Intelligence.
Tiago Pimentel*, Josef Valvoda*, Niklas Stoehr, Ryan Cotterell
(2022).
The Architectural Bottleneck Principle.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.
Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell
(2022).
Kernelized Concept Erasure.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.
Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang
(2022).
Algorithms for Weighted Pushdown Automata.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.
Josef Valvoda, Naomi Saphra, Jon Rawski, Adina Williams, Ryan Cotterell
(2022).
Benchmarking Compositionality with Formal Languages.
Proceedings of the 29th International Conference on Computational Linguistics.
Johann-Mattis List, Ekaterina Vylomova, Robert Forkel, Nathan Hill, Ryan Cotterell
(2022).
The SIGTYP 2022 Shared Task on the Prediction of Cognate Reflexes.
Proceedings of the 4th Workshop on Research in Computational Linguistic Typology and Multilingual NLP.
Khuyagbaatar Batsuren, Gábor Bella, Aryaman Arora, Viktor Martinovic, Kyle Gorman, Zdeněk Žabokrtský, Amarsanaa Ganbold, Šárka Dohnalová, Magda Ševčíková, Kateřina Pelegrinová, Fausto Giunchiglia, Ryan Cotterell, Ekaterina Vylomova
(2022).
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation.
Proceedings of the 19th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology.
Jordan Kodner, Salam Khalifa, Khuyagbaatar Batsuren, Hossep Dolatian, Ryan Cotterell, Faruk Akkus, Antonios Anastasopoulos, Taras Andrushko, Aryaman Arora, Nona Atanalov, Gábor Bella, Elena Budianskaya, Yustinus Ghanggo Ate, Omer Goldman, David Guriel, Simon Guriel, Silvia Guriel-Agiashvili, Witold Kieraś, Andrew Krizhanovsky, Natalia Krizhanovsky, Igor Marchenko, Magdalena Markowska, Polina Mashkovtseva, Maria Nepomniashchaya, Daria Rodionova, Karina Scheifer, Alexandra Sorova, Anastasia Yemelina, Jeremiah Young, Ekaterina Vylomova
(2022).
SIGMORPHON--UniMorph 2022 Shared Task 0: Generalization and Typologically Diverse Morphological Inflection.
Proceedings of the 19th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology.
Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan
(2022).
Probing via Prompting.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell, Adina Williams
(2022).
On the Machine Learning of Ethical Judgments from Natural Language.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell
(2022).
Linear Adversarial Concept Erasure.
Proceedings of the 39th International Conference on Machine Learning.
Ran Zmigrod, Tim Vieira, Ryan Cotterell
(2022).
Exact Paired-Permutation Testing for Structured Test Statistics.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou
(2022).
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Tianyu Liu, Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan
(2022).
A Structured Span Selector.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Karim Lasri, Tiago Pimentel, Alessandro Lenci, Thierry Poibeau, Ryan Cotterell
(2022).
Probing for the Usage of Grammatical Number.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
On the probability-quality paradox in language generation
(2022).
On the probability-quality paradox in language generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Aryaman Arora, Clara Meister, Ryan Cotterell
(2022).
Estimating the Entropy of Linguistic Distributions.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Clara Meister, Tiago Pimentel, Thomas Hikaru Clark, Ryan Cotterell, Roger P. Levy
(2022).
Analyzing Wrap-Up Effects through an Information-Theoretic Lens.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
(2022).
State-of-the-art generalisation research in NLP: a taxonomy and review.
arXiv.
Clara Meister, Tiago Pimentel, Patrick Haller, Lena Jäger, Ryan Cotterell, Roger Levy
(2021).
Revisiting the Uniform Information Density Hypothesis.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Tiago Pimentel, Clara Meister, Simone Teufel, Ryan Cotterell
(2021).
On Homophony and Rényi Entropy.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Ran Zmigrod, Tim Vieira, Ryan Cotterell
(2021).
Efficient Sampling of Dependency Structure.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Clara Meister, Afra Amini, Tim Vieira, Ryan Cotterell
(2021).
Conditional Poisson Stochastic Beams.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab, Robert West, Ryan Cotterell
(2021).
Classifying Dyads for Militarized Conflict Analysis.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.
Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke, Shijie Wu, Eleanor Chodroff, Brian Leonard, Garrett Nicolai, Yustinus Ghanggo Ate, Salam Khalifa, Nizar Habash, Charbel El-Khaissi, Omer Goldman, Michael Gasser, William Lane, Matt Coler, Arturo Oncevay, Jaime Rafael Montoya Samame, Gema Celeste Silva Villegas, Adam Ek, Jean-Philippe Bernardy, Andrey Shcherbakov, Aziyana Bayyr-ool, Karina Sheifer, Sofya Ganieva, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Andrew Krizhanovsky, Natalia Krizhanovsky, Clara Vania, Sardana Ivanova, Aelita Salchak, Christopher Straughn, Zoey Liu, Jonathan North Washington, Duygu Ataman, Witold Kieraś, Marcin Woliński, Totok Suhardijanto, Niklas Stoehr, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Richard J. Hatcher, Emily Prud'hommeaux, Ritesh Kumar, Mans Hulden, Botond Barta, Dorina Lakatos, Gábor Szolnok, Judit Ács, Mohit Raj, David Yarowsky, Ryan Cotterell, Ben Ambridge, Ekaterina Vylomova
(2021).
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages.
Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology.
Ran Zmigrod, Tim Vieira, Ryan Cotterell
(2021).
On Finding the $K$-best Non-projective Dependency Trees.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Irene Nikkarinen*, Tiago Pimentel*, Damián Blasi, Ryan Cotterell
(2021).
Modelling the Unigram Distribution.
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
Clara Meister, Ryan Cotterell
(2021).
Language Model Evaluation Beyond Perplexity.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Clara Meister, Stefan Lazov, Isabelle Augenstein, Ryan Cotterell
(2021).
Is Sparse Attention more Interpretable?.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 2: Short Papers).
Ran Zmigrod, Tim Vieira, Ryan Cotterell
(2021).
Higher-order Derivatives of Weighted Finite-state Machines.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 2: Short Papers).
Clara Meister, Martina Forster, Ryan Cotterell
(2021).
Determinantal Beam Search.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Jason Wei, Clara Meister, Ryan Cotterell
(2021).
A cognitive regularizer for language modeling.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (Volume 1: Long Papers).
Josef Valvoda, Tiago Pimentel, Niklas Stoehr, Ryan Cotterell, Simone Teufel
(2021).
What About the Precedent: An Information-Theoretic Analysis of Common Law.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Elizabeth Salesky, Badr M. Abdullah, Sabrina Mielke, Elena Klyachko, Oleg Serikov, Edoardo Maria Ponti, Ritesh Kumar, Ryan Cotterell, Ekaterina Vylomova
(2021).
SIGTYP 2021 Shared Task: Robust Spoken Language Identification.
Proceedings of the Third Workshop on Computational Typology and Multilingual NLP.
Tiago Pimentel$^*$, Irene Nikkarinen$^*$, Kyle Mahowald, Ryan Cotterell, Damián Blasi
(2021).
How (Non-)Optimal is the Lexicon?.
NAACL.
Tiago Pimentel*, Irene Nikkarinen*, Kyle Mahowald, Ryan Cotterell, Damián Blasi
(2021).
How (Non-)Optimal is the Lexicon?.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Tiago Pimentel, Brian Roark, Søren Wichmann, Ryan Cotterell, Damián Blasi
(2021).
Finding Concept-specific Biases in Form--Meaning Associations.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Jennifer C. White, Tiago Pimentel, Naomi Saphra, Ryan Cotterell
(2021).
A Non-Linear Structural Probe.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo M. Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein
(2020).
SIGTYP 2020 Shared Task: Prediction of Typological Features.
SIGTYP.
Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden
(2020).
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection.
SIGMORPHON.
Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner
(2020).
A Corpus for Large-Scale Phonetic Typology.
ACL.
Ryan Cotterell, Adithya Renduchintala, Naomi Saphra, Chris Callison-Burch
(2014).
An Algerian Arabic-French Code-Switched Corpus.
Workshop on Free/Open-Source Arabic Corpora and Corpora Processing Tool 2014.