Richard Futrell

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 66

Top Topics

Top Venues

Trans. Assoc. Comput. Linguistics

EMNLP (Findings)

Publications

Richard Futrell, Michael Hahn
Linguistic Structure from a Bottleneck on Sequential Information Processing. CoRR (2024)
Jiaxuan Li, Richard Futrell
An information-theoretic model of shallow and deep language comprehension. CoRR (2024)
Weijie Xu, Richard Futrell
Syntactic dependency length shaped by strategic memory allocation. SIGTYPE (2024)
Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts
Mission: Impossible Language Models. CoRR (2024)
Weijie Xu, Richard Futrell
A hierarchical Bayesian model for syntactic priming. CoRR (2024)
Thomas Hikaru Clark, Clara Meister, Tiago Pimentel, Michael Hahn, Ryan Cotterell, Richard Futrell, Roger Levy
A Cross-Linguistic Pressure for Uniform Information Density in Word Order. Trans. Assoc. Comput. Linguistics 11 (2023)
Manikanta Loya, Divya Sinha, Richard Futrell
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters. EMNLP (Findings) (2023)
Jiaxuan Li, Richard Futrell
A decomposition of surprisal tracks the N400 and P600 brain potentials. CogSci (2023)
Charles Torres, Richard Futrell
Simpler neural networks prefer subregular languages. EMNLP (Findings) (2023)
Manikanta Loya, Divya Anand Sinha, Richard Futrell
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters. CoRR (2023)
Weijie Xu, Jason Chon, Tianran Liu, Richard Futrell
The Linearity of the Effect of Surprisal on Reading Times across Languages. EMNLP (Findings) (2023)
Yanting Li, Gregory Scontras, Richard Futrell
Chinese words shorten in more predictive contexts. CogSci (2023)
Shiva Upadhye, Richard Futrell
Typing time PWI: A scalable paradigm for studying lexical production. CogSci (2023)
William Dyer, Charles Torres, Gregory Scontras, Richard Futrell
Evaluating a Century of Progress on the Cognitive Science of Adjective Ordering. Trans. Assoc. Comput. Linguistics 11 (2023)
Richard Futrell
Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science. Comput. Linguistics 49 (1) (2023)
Richard Futrell
An Information-Theoretic Account of Availability Effects in Language Production. Top. Cogn. Sci. 16 (1) (2023)
Thomas Hikaru Clark, Clara Meister, Tiago Pimentel, Michael Hahn, Ryan Cotterell, Richard Futrell, Roger Levy
A Cross-Linguistic Pressure for Uniform Information Density in Word Order. CoRR (2023)
Richard Futrell
An information-theoretic account of availability effects in language production. CogSci (2023)
Isabel Papadimitriou, Richard Futrell, Kyle Mahowald
When classifying grammatical role, BERT doesn't care about word order... except when it matters. CoRR (2022)
Michaela Socolof, Jacob Louis Hoover, Richard Futrell, Alessandro Sordoni, Timothy J. O'Donnell
Measuring Morphological Fusion Using Partial Information Decomposition. COLING (2022)
Jiaxuan Li, Richard Futrell
A unified information-theoretic model of EEG signatures of human language processing. CoRR (2022)
Himanshu Yadav, Samar Husain, Richard Futrell
Assessing Corpus Evidence for Formal and Psycholinguistic Constraints on Nonprojectivity. Comput. Linguistics 48 (2) (2022)
Zeinab Kachakeche, Gregory Scontras, Richard Futrell
The efficiency of dropping vowels in Romanised Arabic script. CogSci (2022)
Weijie Xu, Jiaxuan Li, Ming Xiang, Richard Futrell
Syntactic adaptation to short-term cue-based distributional regularities. CogSci (2022)
Kyle Mahowald, Evgeniia Diachek, Edward Gibson, Evelina Fedorenko, Richard Futrell
Grammatical cues are largely, but not completely, redundant with word meanings in natural language. CoRR (2022)
Neil Rathi, Michael Hahn, Richard Futrell
Explaining patterns of fusion in morphological paradigms using the memory-surprisal tradeoff. CogSci (2022)
Isabel Papadimitriou, Richard Futrell, Kyle Mahowald
When classifying grammatical role, BERT doesn't care about word order... except when it matters. ACL (2) (2022)
William Dyer, Richard Futrell, Zoey Liu, Gregory Scontras
Predicting cross-linguistic adjective order with information gain. ACL/IJCNLP (Findings) (2021)
Michael Hahn, Dan Jurafsky, Richard Futrell
Sensitivity as a Complexity Measure for Sequence Classification Tasks. CoRR (2021)
Michael Hahn, Dan Jurafsky, Richard Futrell
Sensitivity as a Complexity Measure for Sequence Classification Tasks. Trans. Assoc. Comput. Linguistics 9 (2021)
Neil Rathi, Michael Hahn, Richard Futrell
An Information-Theoretic Characterization of Morphological Fusion. EMNLP (1) (2021)
Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. EACL (2021)
Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. CoRR (2021)
Zeinab Kachakeche, Richard Futrell, Gregory Scontras
Word order affects the frequency of adjective use across languages. CogSci (2021)
Richard Futrell, Edward Gibson, Harry J. Tily, Idan Blank, Anastasia Vishnevetsky, Steven T. Piantadosi, Evelina Fedorenko
The Natural Stories corpus: a reading-time corpus of English texts containing rare syntactic constructions. Lang. Resour. Evaluation 55 (1) (2021)
Richard Futrell, Edward Gibson, Roger P. Levy
Lossy-Context Surprisal: An Information-Theoretic Model of Memory Effects in Sentence Processing. Cogn. Sci. 44 (3) (2020)
Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models. CoRR (2020)
Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models. EMNLP (1) (2020)
William Dyer, Richard Futrell, Zoey Liu, Gregory Scontras
Predicting cross-linguistic adjective order with information gain. CoRR (2020)
Richard Futrell, William Dyer, Gregory Scontras
What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks. ACL (2020)
Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies. CoRR (2019)
Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State. CoRR (2019)
Aida Nematzadeh, Richard Futrell, Roger Levy
Language Learning and Processing in People and Machines. NAACL-HLT (Tutorial Abstracts) (2019)
Ethan Wilcox, Roger Levy, Richard Futrell
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations. CoRR (2019)
Ethan Wilcox, Roger Levy, Richard Futrell
What Syntactic Structures block Dependencies in RNN Language Models? CoRR (2019)
Ethan Wilcox, Roger Levy, Richard Futrell
What Syntactic Structures block Dependencies in RNN Language Models? CogSci (2019)
Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies. NAACL-HLT (1) (2019)
Michael Hahn, Richard Futrell
Estimating Predictive Rate-Distortion Curves via Neural Variational Inference. Entropy 21 (7) (2019)
Ethan Wilcox, Roger Levy, Richard Futrell
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations. BlackboxNLP@ACL (2019)
Yingtong Liu, Rachel Ryskin, Richard Futrell, Edward Gibson
Verb Frequency Explains the Unacceptability of Factive and Manner-of-speaking Islands in English. CogSci (2019)
Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy
Neural language models as psycholinguistic subjects: Representations of syntactic state. NAACL-HLT (1) (2019)
Richard Futrell, Roger P. Levy
Do RNNs learn human-like abstract word order preferences? CoRR (2018)
Ethan Wilcox, Roger Levy, Takashi Morita, Richard Futrell
What do RNN Language Models Learn about Filler-Gap Dependencies? CoRR (2018)
Richard Futrell, Edward Gibson, Harry J. Tily, Idan Blank, Anastasia Vishnevetsky, Steven T. Piantadosi, Evelina Fedorenko
The Natural Stories Corpus. LREC (2018)
Melody Dye, Petar Milin, Richard Futrell, Michael Ramscar
Alternative Solutions to a Language Design Problem: The Role of Adjectives and Gender Marking in Efficient Communication. Top. Cogn. Sci. 10 (1) (2018)
Michael Hahn, Judith Degen, Noah D. Goodman, Dan Jurafsky, Richard Futrell
An Information-Theoretic Explanation of Adjective Ordering Preferences. CogSci (2018)
Richard Futrell, Ethan Wilcox, Takashi Morita, Roger Levy
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency. CoRR (2018)
Ethan Wilcox, Roger Levy, Takashi Morita, Richard Futrell
What do RNN Language Models Learn about Filler-Gap Dependencies? BlackboxNLP@EMNLP (2018)
Richard Futrell, Adam Albright, Peter Graff, Timothy J. O'Donnell
A Generative Model of Phonotactics. Trans. Assoc. Comput. Linguistics 5 (2017)
Melody Dye, Petar Milin, Richard Futrell, Michael Ramscar
Cute Little Puppies and Nice Cold Beers: An Information Theoretic Analysis of Prenominal Adjectives. CogSci (2017)
Richard Futrell, Edward Gibson, Hal Tily, Idan Blank, Anastasia Vishnevetsky, Steven T. Piantadosi, Evelina Fedorenko
The Natural Stories Corpus. CoRR (2017)
Richard Futrell, Roger Levy, Matthew Dryer
A Statistical Comparison of Some Theories of NP Word Order. CoRR (2017)
Richard Futrell, Roger Levy
Noisy-context surprisal as a human sentence processing cost model. EACL (1) (2017)
Rachel Ryskin, Richard Futrell, Edward Gibson
Comprehenders Model the Nature of Noise in the Environment. CogSci (2017)
Cory Shain, Marten van Schijndel, Richard Futrell, Edward Gibson, William Schuler
Memory access during incremental sentence processing causes reading time latency. CL4LC@COLING 2016 (2016)
Richard Futrell, Kyle Mahowald, Edward Gibson
Response to Liu, Xu, and Liang (2015) and Ferrer-i-Cancho and Gómez-Rodríguez (2015) on Dependency Length Minimization. Glottometrics 33 (2016)
Richard Futrell, Kyle Mahowald, Edward Gibson
Response to Liu, Xu, and Liang (2015) and Ferrer-i-Cancho and Gómez-Rodríguez (2015) on Dependency Length Minimization. CoRR (2015)
Richard Futrell, Kyle Mahowald, Edward Gibson
Quantifying Word Order Freedom in Dependency Corpora. DepLing (2015)
Michael Ramscar, Melody Dye, Petar Milin, Richard Futrell
The Social Evolution and Communicative Function of Noun Classification. CogSci (2015)
Richard Futrell, Edward Gibson
Experiments with Generative Models for Dependency Tree Linearization. EMNLP (2015)
Michael Ramscar, Asha Halima Smith, Melody Dye, Richard Futrell, Peter Hendrix, R. Harald Baayen, Rebecca Starr
The 'universal' structure of name grammars and the impact of social engineering on the evolution of natural information systems. CogSci (2013)