Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

2023

Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models.

[BibT_eX]

[DOI]

Luke Vilnis

Yury Zemlyanskiy

Patrick Murray

Alexandre Tachard Passos

Sumit Sanghai

Proceedings of the International Conference on Machine Learning, 2023

2022

ImPaKT: A Dataset for Open-Schema Knowledge Base Construction.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Capacity and Bias of Learned Geometric Embeddings for Directed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Improving Local Identifiability in Probabilistic Box Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Representing Joint Hierarchies with Box Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Smoothing the Geometry of Probabilistic Box Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Embedded-State Latent Conditional Random Fields for Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Unsupervised Hypernym Detection by Distributional Inclusion Vector Embedding.

[BibT_eX]

[DOI]

CoRR, 2017

Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling.

[BibT_eX]

[DOI]

CoRR, 2017

Improved Representation Learning for Predicting Commonsense Ontologies.

[BibT_eX]

[DOI]

Xiang Li

Luke Vilnis

Andrew McCallum

CoRR, 2017

Finer Grained Entity Typing with TypeNet.

[BibT_eX]

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

Go for a Walk and Arrive at the Answer: Reasoning Over Knowledge Bases with Reinforcement Learning.

[BibT_eX]

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2016

Generating Sentences from a Continuous Space.

[BibT_eX]

[DOI]

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015

Word Representations via Gaussian Embedding.

[BibT_eX]

[DOI]

Luke Vilnis

Andrew McCallum

Proceedings of the 3rd International Conference on Learning Representations, 2015

Adding Gradient Noise Improves Learning for Very Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Bethe Projections for Non-Local Inference.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Learning Dynamic Feature Selection for Fast Sequential Prediction.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Training for Fast Sequential Prediction Using Dynamic Feature Selection.

[BibT_eX]

[DOI]

Emma Strubell

Luke Vilnis

Andrew McCallum

CoRR, 2014

2013

Dynamic Knowledge-Base Alignment for Coreference Resolution.

[BibT_eX]

[DOI]