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Amir Globerson

Professor

Former affiliation
 https://orcid.org/0000-0003-2557-1742
20022025

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  • 2025

    EgoPet: Egomotion and Interaction Data from an Animal’s Perspective

    Bar, A., Bakhtiar, A., Tran, D., Loquercio, A., Rajasegaran, J., LeCun, Y., Globerson, A. & Darrell, T., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 377-394 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15095 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Finding Visual Task Vectors

    Hojel, A., Bai, Y., Darrell, T., Globerson, A. & Bar, A., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 257-273 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15101 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2024

    Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

    Biran, E., Gottesman, D., Yang, S., Geva, M. & Globerson, A., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 14113-14130 18 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data

    Herzig, R., Abramovich, O., Ben Avraham, E., Arbelle, A., Karlinsky, L., Shamir, A., Darrell, T. & Globerson, A., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 6789-6801 13 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2023

    Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment

    Rabin, R., Djerbetian, A., Engelberg, R., Hackmon, L., Elidan, G., Tsarfaty, R. & Globerson, A., 2023, Short Papers. Association for Computational Linguistics (ACL), p. 215-227 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Crawling The Internal Knowledge-Base of Language Models

    Cohen, R., Geva, M., Berant, J. & Globerson, A., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 1811-1824 14 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    26 Scopus citations

  • Dissecting Recall of Factual Associations in Auto-Regressive Language Models

    Geva, M., Bastings, J., Filippova, K. & Globerson, A., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 12216-12235 20 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    49 Scopus citations

  • In-Context Learning Creates Task Vectors

    Hendel, R., Geva, M. & Globerson, A., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 9318-9333 16 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    30 Scopus citations

  • Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs

    Herzig, R., Mendelson, A., Karlinsky, L., Arbelle, A., Feris, R., Darrell, T. & Globerson, A., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 14077-14098 22 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • LM vs LM: Detecting Factual Errors via Cross Examination

    Cohen, R., Hamri, M., Geva, M. & Globerson, A., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 12621-12640 20 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    25 Scopus citations

  • What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary

    Ram, O., Bezalel, L., Zicher, A., Belinkov, Y., Berant, J. & Globerson, A., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 2481-2498 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations
  • 2022

    Active Learning with Label Comparisons

    Yona, G., Moran, S., Elidan, G. & Globerson, A., 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 2289-2298 10 p. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Bringing Image Structure to Video via Frame-Clip Consistency of Object Tokens

    Ben-Avraham, E., Herzig, R., Mangalam, K., Bar, A., Rohrbach, A., Karlinsky, L., Darrell, T. & Globerson, A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • DETReg: Unsupervised Pretraining with Region Priors for Object Detection

    Bar, A., Wang, X., Kantorov, V., Reed, C. J., Herzig, R., Chechik, G., Rohrbach, A., Darrell, T. & Globerson, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 14585-14595 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    84 Scopus citations

  • Learning to Retrieve Passages without Supervision

    Ram, O., Shachaf, G., Levy, O., Berant, J. & Globerson, A., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2687-2700 14 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    31 Scopus citations

  • Object-Region Video Transformers

    Herzig, R., Ben-Avraham, E., Mangalam, K., Bar, A., Chechik, G., Rohrbach, A., Darrell, T. & Globerson, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 3138-3149 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    63 Scopus citations

  • Text-Only Training for Image Captioning using Noise-Injected CLIP

    Nukrai, D., Mokady, R. & Globerson, A., 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Goldberg, Y., Kozareva, Z. & Zhang, Y. (eds.). Association for Computational Linguistics (ACL), p. 4084-4092 9 p. (Findings of the Association for Computational Linguistics: EMNLP 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    35 Scopus citations

  • Visual Prompting via Image Inpainting

    Bar, A., Gandelsman, Y., Darrell, T., Globerson, A. & Efros, A. A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    119 Scopus citations
  • 2021

    A Theoretical Analysis of Fine-tuning with Linear Teachers

    Shachaf, G., Brutzkus, A. & Globerson, A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 15382-15394 13 p. (Advances in Neural Information Processing Systems; vol. 19).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • BERTese: Learning to speak to BERT

    Haviv, A., Berant, J. & Globerson, A., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3618-3623 6 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    66 Scopus citations

  • Compositional Video Synthesis with Action Graphs

    Bar, A., Herzig, R., Wang, X., Rohrbach, A., Chechik, G., Darrell, T. & Globerson, A., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 662-673 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Explaining in Style: Training a GAN to explain a classifier in StyleSpace

    Lang, O., Gandelsman, Y., Yarom, M., Wald, Y., Elidan, G., Hassidim, A., Freeman, W. T., Isola, P., Globerson, A., Irani, M. & Mosseri, I., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 673-682 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    77 Scopus citations

  • Few-shot question answering by pretraining span selection

    Ram, O., Kirstain, Y., Berant, J., Globerson, A. & Levy, O., 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. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 3066-3079 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; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    62 Scopus citations

  • On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent

    Azulay, S., Moroshko, E., Nacson, M. S., Woodworth, B., Srebro, N., Globerson, A. & Soudry, D., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 468-477 10 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Towards Understanding Learning in Neural Networks with Linear Teachers

    Sarussi, R., Brutzkus, A. & Globerson, A., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 9313-9322 10 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations
  • 2020

    A simple and effective model for answering multi-span questions

    Segal, E., Efrat, A., Shoham, M., Globerson, A. & Berant, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3074-3080 7 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    64 Scopus citations

  • Coreference resolution with entity equalization

    Kantor, B. & Globerson, A., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 673-677 5 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    84 Scopus citations

  • Differentiable scene graphs

    Raboh, M., Herzig, R., Berant, J., Chechik, G. & Globerson, A., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 1477-1486 10 p. 9093297. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    26 Scopus citations

  • Learning Canonical Representations for Scene Graph to Image Generation

    Herzig, R., Bar, A., Xu, H., Chechik, G., Darrell, T. & Globerson, A., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-227 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    49 Scopus citations

  • Learning Object Permanence from Video

    Shamsian, A., Kleinfeld, O., Globerson, A. & Chechik, G., 2020, Computer Vision – ECCV 2020 - 16th European Conference, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-50 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12361 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Pre-training mention representations in coreference models

    Varkel, Y. & Globerson, A., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8534-8540 7 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations
  • 2019

    Cross-lingual alignment of contextual word embeddings, with applications to zero-shot dependency parsing

    Schuster, T., Ram, O., Barzilay, R. & Globerson, A., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 1599-1613 15 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 proceeding › Conference contribution › peer-review

    131 Scopus citations

  • Explaining queries over web tables to non-experts

    Berant, J., Deutch, D., Globerson, A., Milo, T. & Wolfson, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1570-1573 4 p. 8731342. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations

  • Spatio-temporal action graph networks

    Herzig, R., Levi, E., Xu, H., Gao, H., Brosh, E., Wang, X., Globerson, A. & Darrell, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 2347-2356 10 p. 9022086. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    69 Scopus citations

  • Why do larger models generalize better? A theoretical perspective via the XOR problem

    Brutzkus, A. & Globerson, A., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 1310-1318 9 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations
  • 2018

    Learning to optimize combinatorial functions

    Rosenfeld, N., Balkanski, E., Globerson, A. & Singer, Y., 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 6955-6964 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

    Herzig, R., Raboh, M., Chechik, G., Berant, J. & Globerson, A., 2018, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018). Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi , N. & Garnett, R. (eds.). Curran Associates, Inc., 11 p. (Advances in Neural Information Processing Systems; vol. 31).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Predict and constrain: Modeling cardinality in deep structured prediction

    Brukhim, N. & Globerson, A., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 1046-1054 9 p. (35th International Conference on Machine Learning, ICML 2018; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Weakly supervised semantic parsing with abstract examples

    Goldman, O., Latcinnik, V., Naveh, U., Globerson, A. & Berant, J., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1809-1819 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    44 Scopus citations
  • 2017

    Globally optimal gradient descent for a ConvNet with Gaussian inputs

    Brutzkus, A. & Globerson, A., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 980-1006 27 p. (34th International Conference on Machine Learning, ICML 2017; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    40 Scopus citations

  • Learning infinite layer networks without the kernel trick

    Livni, R., Carmon, D. & Globerson, A., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 3460-3469 10 p. (34th International Conference on Machine Learning, ICML 2017; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    Collective entity resolution with multi-focal attention

    Globerson, A., Lazic, N., Chakrabarti, S., Subramanya, A., Ringgaard, M. & Pereira, F., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 621-631 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    93 Scopus citations

  • Discriminative learning of infection models

    Rosenfeld, N., Nitzan, M. & Globerson, A., 8 Feb 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 563-572 10 p. (WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations
  • 2015

    How hard is inference for structured prediction?

    Globerson, A., Roughgarden, T., Sontag, D. & Yildirim, C., 2015, 32nd International Conference on Machine Learning, ICML 2015. Bach, F. & Blei, D. (eds.). International Machine Learning Society (IMLS), p. 2171-2180 10 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Scopus citations

  • Template kernels for dependency parsing

    Taub-Tabib, H., Goldberg, Y. & Globerson, A., 2015, NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1422-1427 6 p. (NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2014

    Discrete chebyshev classifiers

    Eban, E., Mezuman, E. & Globerson, A., 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 2982-2990 9 p. (31st International Conference on Machine Learning, ICML 2014; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Inferring with high girth graphical models

    Heinemann, U. & Globerson, A., 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 3022-3041 20 p. (31st International Conference on Machine Learning, ICML 2014; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Lifted message passing as reparametrization of graphical models

    Mladenov, M., Globerson, A. & Kersting, K., 2014, Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, UAI 2014. Zhang, N. L. & Tian, J. (eds.). AUAI Press, p. 603-612 10 p. (Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, UAI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Spectral regularization for max-margin sequence tagging

    Quattoni, A., Balle, B., Carreras, X. & Globerson, A., 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 3698-3706 9 p. (31st International Conference on Machine Learning, ICML 2014; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Steps to excellence: Simple inference with refined scoring of dependency trees

    Zhang, Y., Lei, T., Barzilay, R., Jaakkola, T. & Globerson, A., 2014, Long Papers. Association for Computational Linguistics (ACL), p. 197-207 11 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations