Aman Sinha

According to our database, Aman Sinha authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models.

Ioana Buhnila, Aman Sinha, Mathieu Constant

CoRR, 2024

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?

Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, Xavier Coubez

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images.

Anubha Gupta, Shiv Gehlot, Shubham Goswami, Sachin Motwani, Ritu Gupta, Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Reza Azad, Dorit Merhof, Afshin Bozorgpour, Babak Azad, Alaa Sulaiman, Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal, Xinyun Qiu, Yucheng Zhang, Ming Fan, Yoonbeom Park, Dae-Hong Lee, Joon Sik Park, KwangYeol Lee, Jaehyung Ye

Medical Image Anal., 2023

Modelling Irregularly Sampled Time Series Without Imputation.

Rohit Agarwal, Aman Sinha, Dilip K. Prasad, Marianne Clausel, Alexander Horsch, Mathieu Constant, Xavier Coubez

CoRR, 2023

What shall we read : the article or the citations? - A case study on scientific language understanding.

Aman Sinha, Sam Bigeard, Marianne Clausel, Mathieu Constant

Proceedings of the Actes de CORIA-TALN 2023. Actes de l'atelier "Analyse et Recherche de Textes Scientifiques", 2023

2022

CME2 Net: Contextual Medical Event Extraction Network for clinical notes.

Aman Sinha, Ayan Vishwakarma, Marianne Clausel, Mathieu Constant

Proceedings of The First Workshop on Context-aware NLP in eHealth (WNLPe-Health 2022) co-located with The nineteenth International Conference on Natural Language Processing (ICON-2022), 2022

IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets.

Aman Sinha, Cristina García Holgado, Marianne Clausel, Matthieu Constant

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2021

Transformer Assisted Convolutional Network for Cell Instance Segmentation.

Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal

CoRR, 2021

2020

Detection of COVID-19 informative tweets using RoBERTa.

Sirigireddy Dhanalaxmi, Rohit Agarwal, Aman Sinha

CoRR, 2020

DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa.

Sirigireddy Dhanalaxmi, Rohit Agarwal, Aman Sinha

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

C-Net: Contextual Network for Sarcasm Detection.

Amit Kumar Jena, Aman Sinha, Rohit Agarwal

Proceedings of the Second Workshop on Figurative Language Processing, 2020