Faculty of Arts and Science

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  • 2021

    Causal analysis of syntactic agreement mechanisms in neural language models

    Finlayson, M., Mueller, A., Gehrmann, S., Shieber, S., Linzen, T. & Belinkov, Y., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1828-1843 16 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Comparing test sets with item response theory

    Vania, C., Htut, P. M., Huang, W., Mungra, D., Pang, R. Y., Phang, J., Liu, H., Cho, K. & Bowman, S. R., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1141-1158 18 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Modeling Infant Free Play Using Hidden Markov Models

    Le, H., Hoch, J. E., Ossmy, O., Adolph, K. E., Fern, X. & Fern, A., Aug 23 2021, IEEE International Conference on Development and Learning, ICDL 2021. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Development and Learning, ICDL 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mueller matrix orientation parameters unwrapping for statistically viable distribution

    Wan, J., Yao, Y., Liu, Y., Arnold, S. & Ma, H., 2021, Polarized Light and Optical Angular Momentum for Biomedical Diagnostics. Ramella-Roman, J. C., Ma, H., Novikova, T., Elson, D. S. & Vitkin, I. A. (eds.). SPIE, 116460L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11646).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Neural unsupervised parsing beyond english

    Kann, K., Mohananey, A., Cho, K. & Bowman, S. R., 2021, DeepLo@EMNLP-IJCNLP 2019 - Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing - Proceedings. Association for Computational Linguistics (ACL), p. 209-218 10 p. (DeepLo@EMNLP-IJCNLP 2019 - Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • What ingredients make for an effective crowdsourcing protocol for difficult NLU data collection tasks?

    Nangia, N., Sugawara, S., Trivedi, H., Warstadt, A., Vania, C. & Bowman, S. R., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1221-1235 15 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • When do you need billions of words of pretraining data?

    Zhang, Y., Warstadt, A., Li, H. S. & Bowman, S. R., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1112-1125 14 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2020

    A neural model of adaptation in reading

    van Schijndel, M. & Linzen, T., 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4704-4710 7 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A stable and effective learning strategy for trainable greedy decoding

    Chen, Y., Li, V. O. K., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 380-390 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • AutoViDev: A Computer-Vision Framework to Enhance and Accelerate Research in Human Development

    Ossmy, O., Gilmore, R. O. & Adolph, K. E., 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 147-156 10 p. (Advances in Intelligent Systems and Computing; vol. 944).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Can you tell me how to get past sesame street? Sentence-level pretraining beyond language modeling

    Wang, A., Hula, J., Xia, P., Pappagari, R., Thomas McCoy, R., Patel, R., Kim, N., Tenney, I., Huang, Y., Yu, K., Jin, S., Chen, B., van Durme, B., Grave, E., Pavlick, E. & Bowman, S. R., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4465-4476 12 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • COGS: A compositional generalization challenge based on semantic interpretation

    Kim, N. & Linzen, T., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 9087-9105 19 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • CrowS-Pairs: A challenge dataset for measuring social biases in masked language models

    Nangia, N., Vania, C., Bhalerao, R. & Bowman, S. R., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1953-1967 15 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Data and Incentives

    Liang, A. & Madsen, E., Jul 13 2020, EC 2020 - Proceedings of the 21st ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, p. 41-42 2 p. 3399474. (EC 2020 - Proceedings of the 21st ACM Conference on Economics and Computation).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Deep James-Stein Neural Networks for Brain-Computer Interfaces

    Angjelichinoski, M., Soltani, M., Choi, J., Pesaran, B. & Tarokh, V., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1339-1343 5 p. 9053694. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Grammar induction with neural language models: An unusual replication

    Htut, P. M., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4998-5003 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Human vs. Muppet: A conservative estimate of human performance on the GLUE benchmark

    Nangia, N. & Bowman, S. R., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4566-4575 10 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Investigating Bert's knowledge of language: Five analysis methods with NPIs

    Warstadt, A., Cao, Y., Grosu, I., Peng, W., Blix, H., Nie, Y., Alsop, A., Bordia, S., Liu, H., Parrish, A., Wang, S. F., Phang, J., Mohananey, A., Htut, P. M., Jeretič, P. & Bowman, S. R., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2877-2887 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning to learn morphological inflection for resource-poor languages

    Kann, K., Bowman, S. R. & Cho, K., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 8058-8065 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning which features matter: RoBERTa acquires a preference for linguistic generalizations (eventually)

    Warstadt, A., Zhang, Y., Li, H. S., Liu, H. & Bowman, S. R., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 217-235 19 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • New protocols and negative results for textual entailment data collection

    Bowman, S. R., Palomaki, J., Soares, L. B. & Pitler, E., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8203-8214 12 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Precise task formalization matters in Winograd Schema Evaluations

    Liu, H., Huang, W., Mungra, D. A. & Bowman, S. R., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8275-8280 6 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Quantity doesn't buy quality syntax with neural language models

    van Schijndel, M., Mueller, A. & Linzen, T., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 5831-5837 7 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Right for the wrong reasons: Diagnosing syntactic heuristics in natural language inference

    Thomas McCoy, R., Pavlick, E. & Linzen, T., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3428-3448 21 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Targeted syntactic evaluation of language models

    Marvin, R. & Linzen, T., 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1192-1202 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Towards realistic practices in low-resource natural language processing: The development set

    Kann, K., Cho, K. & Bowman, S. R., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3342-3349 8 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Trajectories of change in Spanish and Portuguese in the Americas

    Guy, G., 2020, Romance Languages and Linguistic Theory 16. Selected papers from the 47th Linguistic Symposium on Romance Languages (LSRL), Newark, Delaware. Vogel, I. (ed.). John Benjamins Publishing Company, p. 133-154 22 p. (Romance Languages and Linguistic Theory; vol. 16).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • XNLI: Evaluating cross-lingual sentence representations

    Conneau, A., Rinott, R., Lample, G., Schwenk, H., Stoyanov, V., Williams, A. & Bowman, S. R., 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2475-2485 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Blind Image Quality Assessment by Learning from Multiple Annotators

    Ma, K., Liu, X., Fang, Y. & Simoncelli, E. P., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 2344-2348 5 p. 8803390. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Deep learning for natural language inference

    Bowman, S. R. & Zhu, X., 2019, NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Tutorial Abstracts. Association for Computational Linguistics (ACL), p. 6-8 3 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Tutorial Abstracts).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Estimating Personal Network Size with Non-random Mixing via Latent Kernels

    Sahai, S., Jones, T., Cowan, S. K. & Zheng, T., 2019, Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). Springer Verlag, p. 694-705 12 p. (Studies in Computational Intelligence; vol. 812).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Graph-Theoretic Partitioning of RNAs and Classification of Pseudoknots

    Petingi, L. & Schlick, T., 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer Verlag, p. 68-79 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Identifying and reducing gender bias in word-level language models

    Bordia, S. & Bowman, S. R., 2019, NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 7-15 9 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Student Research Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Nature Versus Nurture: Dynamical Evolution in Disordered Ising Ferromagnets

    Wang, L. Z., Gheissari, R., Newman, C. M. & Stein, D. L., 2019, Statistical Mechanics of Classical and Disordered Systems, StaMeClaDys 2018. Gayrard, V., Arguin, L-P., Kistler, N. & Kourkova, I. (eds.). Springer, p. 215-237 23 p. (Springer Proceedings in Mathematics and Statistics; vol. 293).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On measuring social biases in sentence encoders

    May, C., Wang, A., Bordia, S., Bowman, S. R. & Rudinger, R., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 622-628 7 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Probability theory in statistical physics, percolation, and other random topics: The work of C. Newman

    Camia, F. & Stein, D. L., 2019, Sojourns in Probability Theory and Statistical Physics - I - Spin Glasses and Statistical Mechanics, A Festschrift for Charles M. Newman. Sidoravicius, V. (ed.). Springer , p. 1-38 38 p. (Springer Proceedings in Mathematics and Statistics; vol. 298).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Probing what different NLP tasks teach machines about function word comprehension

    Kim, N., Patel, R., Poliak, A., Wang, A., Xia, P., McCoy, R. T., Tenney, I., Ross, A., Linzen, T., Van Durme, B., Bowman, S. R. & Pavlick, E., 2019, *SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics. Association for Computational Linguistics (ACL), p. 235-249 15 p. (*SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Studying the inductive biases of RNNs with synthetic variations of natural languages

    Ravfogel, S., Goldberg, Y. & Linzen, T., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 3532-3542 11 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Unconditionals and free choice unified

    Szabolcsi, A., 2019, Semantics and Linguistic Theory 29. Linguistic Society of America, p. 320-340 20 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Using priming to uncover the organization of syntactic representations in neural language models

    Prasad, G., Van Schijndel, M. & Linzen, T., 2019, CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference. Association for Computational Linguistics, p. 66-76 11 p. (CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2018

    A broad-coverage challenge corpus for sentence understanding through inference

    Williams, A., Nangia, N. & Bowman, S. R., 2018, Long Papers. Association for Computational Linguistics (ACL), p. 1112-1122 11 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A dataset and architecture for visual reasoning with a working memory

    Yang, G. R., Ganichev, I., Wang, X. J., Shlens, J. & Sussillo, D., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 729-745 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A Modular Implant System for Multimodal Recording and Manipulation of the Primate Brain

    Kleinbart, J. E., Orsborn, A. L., Choi, J. S., Wang, C., Qiao, S., Viventi, J. & Pesaran, B., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3362-3365 4 p. 8512993. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Annotation artifacts in natural language inference data

    Gururangan, S., Swayamdipta, S., Levy, O., Schwartz, R., Bowman, S. R. & Smith, N. A., 2018, Short Papers. Association for Computational Linguistics (ACL), p. 107-112 6 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A single pressure pulse-actuated 3D-printed microfluidic tip for high throughput dispensing of C. elegans worms

    Chaturvedi, N., Baban, N. S., Sofela, S. O., Orozaliev, A., Giakoumidis, N., Kim, J., Gunsalus, K. C. & Song, Y. A., Jan 1 2018, 22nd International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2018. Chemical and Biological Microsystems Society, p. 1557-1559 3 p. (22nd International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2018; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Classification of Local Field Potentials using Gaussian Sequence Model

    Banerjee, T., Choi, J., Pesaran, B., Ba, D. & Tarokh, V., Aug 29 2018, 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. Institute of Electrical and Electronics Engineers Inc., p. 218-222 5 p. 8450778. (2018 IEEE Statistical Signal Processing Workshop, SSP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Colorless green recurrent networks dream hierarchically

    Gulordava, K., Bojanowski, P., Grave, E., Linzen, T. & Baroni, M., 2018, Long Papers. Association for Computational Linguistics (ACL), p. 1195-1205 11 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

    Lake, B. & Baroni, M., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 4487-4499 13 p. (35th International Conference on Machine Learning, ICML 2018; vol. 7).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GreenApps: A platform for cellular edge applications

    Ahmad, T., Reed-Sanchez, E., Zarinni, F., Afutu, A., Adjaho, K., Nyarko, Y. & Subramanian, L., Jun 20 2018, Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018. Association for Computing Machinery, Inc, 3212704. (Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Identifying multiscale hidden states to decode behavior

    Abbaspourazad, H., Wong, Y., Pesaran, B. & Shanechi, M. M., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3778-3781 4 p. 8513242. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution