Sameer Singh
TitelZitiert vonJahr
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
MT Ribeiro, S Singh, C Guestrin
Knowledge Discovery and Data Mining (KDD), 2016
18772016
Factorie: Probabilistic programming via imperatively defined factor graphs
A McCallum, K Schultz, S Singh
Advances in Neural Information Processing Systems 22, 1249-1257, 2009
2412009
Anchors: High-precision model-agnostic explanations
MT Ribeiro, S Singh, C Guestrin
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1622018
Large-scale cross-document coreference using distributed inference and hierarchical models
S Singh, A Subramanya, F Pereira, A McCallum
Association for Computational Linguistics: Human Language Technologies (ACL HLT), 2011
1382011
Injecting logical background knowledge into embeddings for relation extraction
T Rocktäschel, S Singh, S Riedel
Proceedings of the 2015 Human Language Technology Conference of the North …, 2015
1262015
Model-Agnostic Interpretability of Machine Learning
MT Ribeiro, S Singh, C Guestrin
ICML 2016 Workshop on Human Interpretability in Machine Learning, 2016
1112016
Design challenges for entity linking
X Ling, S Singh, DS Weld
Transactions of the Association for Computational Linguistics 3, 315-328, 2015
1062015
Generating Natural Adversarial Examples
Z Zhao, D Dua, S Singh
International Conference on Learning Representations (ICLR), 2018
962018
Wikilinks: A large-scale cross-document coreference corpus labeled via links to Wikipedia
S Singh, A Subramanya, F Pereira, A McCallum
University of Massachusetts, Amherst, Tech. Rep. UM-CS-2012 15, 2012
792012
Joint Inference of Entities, Relations, and Coreference
S Singh, S Riedel, B Martin, J Zheng, A McCallum
CIKM Workshop on Automated Knowledge Base Construction (AKBC) 2013, 2013
752013
A Discriminative Hierarchical Model for Fast Coreference at Large Scale
M Wick, S Singh, A McCallum
Association of Computational Linguists (ACL), 2012
622012
Parallel large scale feature selection for logistic regression
S Singh, J Kubica, S Larsen, D Sorokina
Proceedings of the 2009 SIAM International Conference on Data Mining, 1172-1183, 2009
552009
Semantically Equivalent Adversarial Rules for Debugging NLP Models
MT Ribeiro, S Singh, C Guestrin
Annual Meeting of the Association for Computational Linguistics (ACL), 2018
502018
Low-Dimensional Embeddings of Logic
T Rocktäschel, M Bosnjak, S Singh, S Riedel
ACL Workshop on Semantic Parsing (SP 14), 2014
462014
Bi-directional joint inference for entity resolution and segmentation using imperatively-defined factor graphs
S Singh, K Schultz, A McCallum
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
412009
Entity linking via joint encoding of types, descriptions, and context
N Gupta, S Singh, D Roth
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
392017
On approximate reasoning capabilities of low-rank vector spaces
G Bouchard, S Singh, T Trouillon
AAAI Spring Syposium on Knowledge Representation and Reasoning (KRR …, 2015
362015
Minimally-supervised extraction of entities from text advertisements
S Singh, D Hillard, C Leggetter
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
342010
Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction Invariance
MT Ribeiro, S Singh, C Guestrin
arXiv preprint arXiv:1611.05817, 2016
302016
Monte Carlo MCMC: Efficient Inference by Approximate Sampling
S Singh, M Wick, A McCallum
Conference on Empirical Methods in Natural Language Processing and …, 2012
292012
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