Nicholas Monath

Trans. Mach. Learn. Res., 2024

Long-Range Tasks Using Short-Context LLMs: Incremental Reasoning With Structured Memories.

[BibT_eX]

[DOI]

CoRR, 2024

SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks.

[BibT_eX]

[DOI]

Will Sussman Grathwohl

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Analysis of Plan-based Retrieval for Grounded Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Sequence Reducible Holdout Loss for Language Model Pretraining.

[BibT_eX]

[DOI]

Bhuwan Dhingra

Sam Wiseman

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Concept Erasure via Kernelized Rate-Distortion Maximization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Level-wise Hierarchical Clustering.

[BibT_eX]

[DOI]

Manzil Zaheer

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Unsupervised Opinion Summarization Using Approximate Geodesics.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Longtonotes: OntoNotes with Longer Coreference Chains.

[BibT_eX]

[DOI]

Kumar Shridhar

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Autoregressive Structured Prediction with Language Models.

[BibT_eX]

[DOI]

CoRR, 2022

Entity Linking via Explicit Mention-Mention Coreference Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Interactive Correlation Clustering with Existential Cluster Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Autoregressive Structured Prediction with Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Sublinear Time Approximation of Text Similarity Matrices.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Entity Linking and Discovery via Arborescence-based Supervised Clustering.

[BibT_eX]

[DOI]

CoRR, 2021

Model-Agnostic Graph Regularization for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Exact and approximate hierarchical clustering using A.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Knowledge Informed Semantic Parsing for Conversational Question Answering.

[BibT_eX]

[DOI]

Sankaranarayanan Ananthakrishnan

Proceedings of the 6th Workshop on Representation Learning for NLP, 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

Clustering-based Inference for Biomedical Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Scalable Hierarchical Agglomerative Clustering.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Low resource recognition and linking of biomedical concepts from a large ontology.

[BibT_eX]

[DOI]

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

DAG-Structured Clustering by Nearest Neighbors.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Scaling Within Document Coreference to Long Texts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Scalable Bottom-Up Hierarchical Clustering.

[BibT_eX]

[DOI]

CoRR, 2020

Clustering-based Inference for Zero-Shot Biomedical Entity Linking.

[BibT_eX]

[DOI]

CoRR, 2020

Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion.

[BibT_eX]

[DOI]

CoRR, 2020

Compact Representation of Uncertainty in Hierarchical Clustering.

[BibT_eX]

[DOI]

CoRR, 2020

Probabilistic Case-based Reasoning in Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

Predicting Institution Hierarchies with Set-based Models.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Scalable Hierarchical Clustering with Tree Grafting.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Supervised Hierarchical Clustering with Exponential Linkage.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Integrating User Feedback under Identity Uncertainty in Knowledge Base Construction.

[BibT_eX]

[DOI]

Ari Kobren

Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Optimal Transport-based Alignment of Learned Character Representations for String Similarity.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Compact Representation of Uncertainty in Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Play Duration Based User-Entity Affinity Modeling in Spoken Dialog System.

[BibT_eX]

[DOI]

Bo Xiao

Shankar Ananthakrishnan

Abishek Ravi

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

An Online Hierarchical Algorithm for Extreme Clustering.

[BibT_eX]

[DOI]

CoRR, 2017

A Hierarchical Algorithm for Extreme Clustering.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Learning String Alignments for Entity Aliases.

[BibT_eX]

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

Entity-centric Attribute Feedback for Interactive Knowledge Bases.

[BibT_eX]

Ari Kobren

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

2016

Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema.

[BibT_eX]

[DOI]

Haw-Shiuan Chang

Abdurrahman Munir

Ao Liu

Johnny Tian-Zheng Wei

Proceedings of the 2016 Text Analysis Conference, 2016

2015

Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

2013

Compression of Optimal Value Functions for Markov Decision Processes.

[BibT_eX]

[DOI]

Mykel J. Kochenderfer