Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Natural Language Processing

Year

113 results for Natural Language Processing

Towards Verifying Results from Biomedical NLP Machine Learning Models Using the UMLS: Cases of Classification and Named Entity Recognition
Waheeda Saib, Joan Byamugisha, et al.2021AAAI 2021
Inductive Quantum Embedding
Santosh Kumar Srivastava, Dinesh Khandelwal, et al.2020NeurIPS 2020
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
Shashanka Ubaru, Sanjeeb Dash, et al.2020NeurIPS 2020
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
Hamid Jalalzai, Pierre Colombo, et al.2020NeurIPS 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
Chia Yu Chen, Jiamin Ni, et al.2020NeurIPS 2020
Quality Estimation & Interpretability for Code Translation
Mayank Agarwal, Kartik Talamadupula, et al.2020NeurIPS 2020
Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks
Modestas Filipavicius, Matteo Manica, et al.2020NeurIPS 2020
Data augmentation strategies to improve reaction yield predictions and estimate uncertainty
Philippe Schwaller, Alain Vaucher, et al.2020NeurIPS 2020
ATHENA++: natural language querying for complex nested SQL queries
Jaydeep Sen, Chuan Lei, et al.2020VLDB 2020
Automated extraction of chemical synthesis actions from experimental procedures
Alain Vaucher, Federico Zipoli, et al.2020Nature Communications