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2020 – today
- 2024
[c37]Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts:
Mission: Impossible Language Models. ACL (1) 2024: 14691-14714- [c36]Weijie Xu, Richard Futrell:
Syntactic dependency length shaped by strategic memory allocation. SIGTYPE 2024: 1-9 - [i24]Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts:
Mission: Impossible Language Models. CoRR abs/2401.06416 (2024) - [i23]Jiaxuan Li, Richard Futrell:
An information-theoretic model of shallow and deep language comprehension. CoRR abs/2405.08223 (2024) - [i22]Richard Futrell, Michael Hahn:
Linguistic Structure from a Bottleneck on Sequential Information Processing. CoRR abs/2405.12109 (2024) - [i21]Weijie Xu, Richard Futrell:
A hierarchical Bayesian model for syntactic priming. CoRR abs/2405.15964 (2024) - [i20]Jiaxuan Li, Richard Futrell:
Decomposition of surprisal: Unified computational model of ERP components in language processing. CoRR abs/2409.06803 (2024) - 2023
- [j12]Richard Futrell:
Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science. Comput. Linguistics 49(1): 249-251 (2023) - [j11]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: 1048-1065 (2023) - [j10]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: 1185-1200 (2023) - [j9]Richard Futrell:
An Information-Theoretic Account of Availability Effects in Language Production. Top. Cogn. Sci. 16(1): 38-53 (2023) - [c35]Richard Futrell:
An information-theoretic account of availability effects in language production. CogSci 2023 - [c34]Jiaxuan Li, Richard Futrell:
A decomposition of surprisal tracks the N400 and P600 brain potentials. CogSci 2023 - [c33]Yanting Li, Gregory Scontras, Richard Futrell:
Chinese words shorten in more predictive contexts. CogSci 2023 - [c32]Shiva Upadhye, Richard Futrell:
Typing time PWI: A scalable paradigm for studying lexical production. CogSci 2023 - [c31]Charles Torres, Richard Futrell:
Simpler neural networks prefer subregular languages. EMNLP (Findings) 2023: 1651-1661 - [c30]Manikanta Loya, Divya Sinha, Richard Futrell:
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters. EMNLP (Findings) 2023: 3711-3716 - [c29]Weijie Xu, Jason Chon, Tianran Liu, Richard Futrell:
The Linearity of the Effect of Surprisal on Reading Times across Languages. EMNLP (Findings) 2023: 15711-15721 - [i19]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 abs/2306.03734 (2023) - [i18]Manikanta Loya, Divya Anand Sinha, Richard Futrell:
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters. CoRR abs/2312.17476 (2023) - 2022
- [j8]Himanshu Yadav, Samar Husain, Richard Futrell:
Assessing Corpus Evidence for Formal and Psycholinguistic Constraints on Nonprojectivity. Comput. Linguistics 48(2): 375-401 (2022) - [c28]Isabel Papadimitriou, Richard Futrell, Kyle Mahowald:
When classifying grammatical role, BERT doesn't care about word order... except when it matters. ACL (2) 2022: 636-643 - [c27]Zeinab Kachakeche, Gregory Scontras, Richard Futrell:
The efficiency of dropping vowels in Romanised Arabic script. CogSci 2022 - [c26]Neil Rathi, Michael Hahn, Richard Futrell:
Explaining patterns of fusion in morphological paradigms using the memory-surprisal tradeoff. CogSci 2022 - [c25]Weijie Xu, Jiaxuan Li, Ming Xiang, Richard Futrell:
Syntactic adaptation to short-term cue-based distributional regularities. CogSci 2022 - [c24]Michaela Socolof, Jacob Louis Hoover
, Richard Futrell, Alessandro Sordoni, Timothy J. O'Donnell:
Measuring Morphological Fusion Using Partial Information Decomposition. COLING 2022: 44-54 - [i17]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 abs/2201.12911 (2022) - [i16]Isabel Papadimitriou, Richard Futrell, Kyle Mahowald:
When classifying grammatical role, BERT doesn't care about word order... except when it matters. CoRR abs/2203.06204 (2022) - [i15]Jiaxuan Li, Richard Futrell:
A unified information-theoretic model of EEG signatures of human language processing. CoRR abs/2212.08205 (2022) - 2021
- [j7]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): 63-77 (2021) - [j6]Michael Hahn, Dan Jurafsky, Richard Futrell:
Sensitivity as a Complexity Measure for Sequence Classification Tasks. Trans. Assoc. Comput. Linguistics 9: 891-908 (2021) - [c23]William Dyer, Richard Futrell, Zoey Liu, Gregory Scontras:
Predicting cross-linguistic adjective order with information gain. ACL/IJCNLP (Findings) 2021: 957-967 - [c22]Zeinab Kachakeche, Richard Futrell, Gregory Scontras:
Word order affects the frequency of adjective use across languages. CogSci 2021 - [c21]Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald:
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. EACL 2021: 2522-2532 - [c20]Neil Rathi, Michael Hahn, Richard Futrell:
An Information-Theoretic Characterization of Morphological Fusion. EMNLP (1) 2021: 10115-10120 - [i14]Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald:
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. CoRR abs/2101.11043 (2021) - [i13]Michael Hahn, Dan Jurafsky, Richard Futrell:
Sensitivity as a Complexity Measure for Sequence Classification Tasks. CoRR abs/2104.10343 (2021) - 2020
- [j5]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) - [c19]Richard Futrell, William Dyer, Gregory Scontras:
What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks. ACL 2020: 2003-2012 - [c18]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: 4640-4652 - [i12]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 abs/2010.05725 (2020) - [i11]William Dyer, Richard Futrell, Zoey Liu, Gregory Scontras:
Predicting cross-linguistic adjective order with information gain. CoRR abs/2012.15263 (2020)
2010 – 2019
- 2019
- [j4]Michael Hahn, Richard Futrell:
Estimating Predictive Rate-Distortion Curves via Neural Variational Inference. Entropy 21(7): 640 (2019) - [c17]Ethan Wilcox, Roger Levy, Richard Futrell:
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations. BlackboxNLP@ACL 2019: 181-190 - [c16]Yingtong Liu, Rachel Ryskin, Richard Futrell, Edward Gibson:
Verb Frequency Explains the Unacceptability of Factive and Manner-of-speaking Islands in English. CogSci 2019: 685-691 - [c15]Ethan Wilcox, Roger Levy, Richard Futrell:
What Syntactic Structures block Dependencies in RNN Language Models? CogSci 2019: 1199-1205 - [c14]Aida Nematzadeh, Richard Futrell, Roger Levy:
Language Learning and Processing in People and Machines. NAACL-HLT (Tutorial Abstracts) 2019: 19-21 - [c13]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: 32-42 - [c12]Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy:
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies. NAACL-HLT (1) 2019: 3302-3312 - [i10]Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy:
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies. CoRR abs/1903.00943 (2019) - [i9]Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy:
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State. CoRR abs/1903.03260 (2019) - [i8]Ethan Wilcox, Roger Levy, Richard Futrell:
What Syntactic Structures block Dependencies in RNN Language Models? CoRR abs/1905.10431 (2019) - [i7]Ethan Wilcox, Roger Levy, Richard Futrell:
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations. CoRR abs/1906.04068 (2019) - 2018
- [j3]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): 209-224 (2018) - [c11]Michael Hahn, Judith Degen, Noah D. Goodman, Dan Jurafsky, Richard Futrell:
An Information-Theoretic Explanation of Adjective Ordering Preferences. CogSci 2018 - [c10]Ethan Wilcox, Roger Levy, Takashi Morita, Richard Futrell:
What do RNN Language Models Learn about Filler-Gap Dependencies? BlackboxNLP@EMNLP 2018: 211-221 - [c9]Richard Futrell, Edward Gibson, Harry J. Tily, Idan Blank, Anastasia Vishnevetsky, Steven T. Piantadosi, Evelina Fedorenko:
The Natural Stories Corpus. LREC 2018 - [i6]Ethan Wilcox, Roger Levy, Takashi Morita, Richard Futrell:
What do RNN Language Models Learn about Filler-Gap Dependencies? CoRR abs/1809.00042 (2018) - [i5]Richard Futrell, Ethan Wilcox, Takashi Morita, Roger Levy:
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency. CoRR abs/1809.01329 (2018) - [i4]Richard Futrell, Roger P. Levy:
Do RNNs learn human-like abstract word order preferences? CoRR abs/1811.01866 (2018) - 2017
- [j2]Richard Futrell, Adam Albright, Peter Graff, Timothy J. O'Donnell:
A Generative Model of Phonotactics. Trans. Assoc. Comput. Linguistics 5: 73-86 (2017) - [c8]Melody Dye, Petar Milin, Richard Futrell, Michael Ramscar:
Cute Little Puppies and Nice Cold Beers: An Information Theoretic Analysis of Prenominal Adjectives. CogSci 2017 - [c7]Rachel Ryskin, Richard Futrell, Edward Gibson:
Comprehenders Model the Nature of Noise in the Environment. CogSci 2017 - [c6]Richard Futrell, Roger Levy:
Noisy-context surprisal as a human sentence processing cost model. EACL (1) 2017: 688-698 - [i3]Richard Futrell, Edward Gibson, Hal Tily, Idan Blank, Anastasia Vishnevetsky, Steven T. Piantadosi, Evelina Fedorenko:
The Natural Stories Corpus. CoRR abs/1708.05763 (2017) - [i2]Richard Futrell, Roger Levy, Matthew Dryer:
A Statistical Comparison of Some Theories of NP Word Order. CoRR abs/1709.02783 (2017) - 2016
- [j1]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: 39-44 (2016) - [c5]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: 49-58 - 2015
- [c4]Michael Ramscar, Melody Dye, Petar Milin, Richard Futrell:
The Social Evolution and Communicative Function of Noun Classification. CogSci 2015 - [c3]Richard Futrell, Kyle Mahowald, Edward Gibson:
Quantifying Word Order Freedom in Dependency Corpora. DepLing 2015: 91-100 - [c2]Richard Futrell, Edward Gibson:
Experiments with Generative Models for Dependency Tree Linearization. EMNLP 2015: 1978-1983 - [i1]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 abs/1510.00436 (2015) - 2013
- [c1]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
Coauthor Index
aka: Roger P. Levy
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