Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF. - Jianglong He; Akshay Uppal; Mamatha N; Shiv Vignesh; Deepak Kumar; Aditya Kumar Sarda (SemEval@NAACL, 2022)

Linear programming word problems formulation using EnsembleCRF NER labeler and T5 text generator with data augmentations. - Jianglong He; Mamatha N; Shiv Vignesh; Deepak Kumar; Akshay Uppal (CoRR, 2022)

Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers. - Jianglong He; Saiteja Tallam; Srirama Nakshathri; Navaneeth Amarnath; Pratiba Kr; Deepak Kumar (SemEval@NAACL, 2024)