 A fast and sound tagging method for discontinuous named-entity
recognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Caio Corro |
 Gated Slot Attention for Efficient Linear-Time Sequence ModelingNeural Information Processing Systems (NeurIPS), 2024 |
 Filtered Semi-Markov CRFConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Simple Hardware-Efficient PCFGs with Independent Left and Right
ProductionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 SynJax: Structured Probability Distributions for JAXConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition
and ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Modified Gauss-Newton Algorithms under NoiseSymposium on Software Performance (SP), 2023 |
 Approximating CKY with TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 LAST: Scalable Lattice-Based Speech Modelling in JAXIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 GFlowNet-EM for learning compositional latent variable modelsInternational Conference on Machine Learning (ICML), 2023 |
 Hierarchical Phrase-based Sequence-to-Sequence LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Finding Dataset Shortcuts with Grammar InductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Model Criticism for Long-Form Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Unbiased and Efficient Sampling of Dependency TreesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Dynamic Programming in Rank Space: Scaling Structured Inference with
Low-Rank HMMs and PCFGsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Nested Named Entity Recognition as Latent Lexicalized Constituency
ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 A Latent-Variable Model for Intrinsic ProbingAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Recursive Bayesian Networks: Generalising and Unifying Probabilistic
Context-Free Grammars and Dynamic Bayesian NetworksNeural Information Processing Systems (NeurIPS), 2021 |
 Unsupervised Cross-Lingual Transfer of Structured Predictors without
Source DataNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
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 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in
Deep LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
 Headed-Span-Based Projective Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
 Neural Bi-Lexicalized PCFG InductionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
 PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with
Many SymbolsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Masked Conditional Random Fields for Sequence LabelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End
Information ExtractionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2021 |
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 PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual
AdaptationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
 Nested Named Entity Recognition with Partially-Observed TreeCRFsAAAI Conference on Artificial Intelligence (AAAI), 2020 |
 Second-Order Unsupervised Neural Dependency ParsingInternational Conference on Computational Linguistics (COLING), 2020 |
 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent
Structure LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
 Visually Grounded Compound PCFGsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
 Structured Attention for Unsupervised Dialogue Structure InductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
 Fast and Accurate Neural CRF Constituency ParsingInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 |
 Gradient Estimation with Stochastic Softmax TricksNeural Information Processing Systems (NeurIPS), 2020 |
 Cascaded Text Generation with Markov TransformersNeural Information Processing Systems (NeurIPS), 2020 |
 Structured Attention NetworksInternational Conference on Learning Representations (ICLR), 2017 |
