Search Results - "Kashyap, Abhinav"

Scientific document processing: challenges for modern learning methods by Ramesh Kashyap, Abhinav, Yang, Yajing, Kan, Min-Yen

“…Neural network models enjoy success on language tasks related to Web documents, including news and Wikipedia articles. However, the characteristics of…”
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A Study on Secure Quantum Computing for Healthcare System by Kashyap, Abhinav, Agarwal, Reshu

“…Medical care system broadly use Information technology (IT) for framework confirmation (advanced marks), web surfing, messages, texting, safeguarding…”
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A Markov Chain and Likelihood-Based Model Approach for Automated Test Case Generation, Validation and Prioritization: Theory and Application by Kashyap, Abhinav

“…This research presents a model-based systems engineering approach for the creation of system behavioral models and the automation of test case generation…”
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A Two-Stage Decoder for Efficient ICD Coding by Nguyen, Thanh-Tung, Schlegel, Viktor, Kashyap, Abhinav, Winkler, Stefan

“…Clinical notes in healthcare facilities are tagged with the International Classification of Diseases (ICD) code; a list of classification codes for medical…”
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UDApter -- Efficient Domain Adaptation Using Adapters by Malik, Bhavitvya, Kashyap, Abhinav Ramesh, Kan, Min-Yen, Poria, Soujanya

“…We propose two methods to make unsupervised domain adaptation (UDA) more parameter efficient using adapters, small bottleneck layers interspersed with every…”
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M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering by Subramanian, Anand, Schlegel, Viktor, Kashyap, Abhinav Ramesh, Nguyen, Thanh-Tung, Dwivedi, Vijay Prakash, Winkler, Stefan

“…There is vivid research on adapting Large Language Models (LLMs) to perform a variety of tasks in high-stakes domains such as healthcare. Despite their…”
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Air-Water Optical Communication Using an Airborne Radio Controlled Aircraft by Kachhadiya, Jeneel Pravin, Kashyap, Abhinav

“…Communication between land and water has always been a challenge and has intrigued many over time. The chief problem arising from the usage of two different…”
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SciWING -- A Software Toolkit for Scientific Document Processing by Kashyap, Abhinav Ramesh, Kan, Min-Yen

“…We introduce SciWING, an open-source software toolkit which provides access to pre-trained models for scientific document processing tasks, inclusive of…”
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ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation by Mehrish, Ambuj, Kashyap, Abhinav Ramesh, Yingting, Li, Majumder, Navonil, Poria, Soujanya

“…There are significant challenges for speaker adaptation in text-to-speech for languages that are not widely spoken or for speakers with accents or dialects…”
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A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond by Kashyap, Abhinav Ramesh, Nguyen, Thanh-Tung, Schlegel, Viktor, Winkler, Stefan, Ng, See-Kiong, Poria, Soujanya

“…Sentence representations are a critical component in NLP applications such as retrieval, question answering, and text classification. They capture the meaning…”
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Representation Learning of Structured Data for Medical Foundation Models by Dwivedi, Vijay Prakash, Schlegel, Viktor, Liu, Andy T, Nguyen, Thanh-Tung, Kashyap, Abhinav Ramesh, Wei, Jeng, Yin, Wei-Hsian, Winkler, Stefan, Tan, Robby T

“…Large Language Models (LLMs) have demonstrated remarkable performance across various domains, including healthcare. However, their ability to effectively…”
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MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues by Binici, Kuluhan, Kashyap, Abhinav Ramesh, Schlegel, Viktor, Liu, Andy T, Dwivedi, Vijay Prakash, Nguyen, Thanh-Tung, Gao, Xiaoxue, Chen, Nancy F, Winkler, Stefan

“…Automatic Speech Recognition (ASR) systems are pivotal in transcribing speech into text, yet the errors they introduce can significantly degrade the…”
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Domain Divergences: a Survey and Empirical Analysis by Kashyap, Abhinav Ramesh, Hazarika, Devamanyu, Kan, Min-Yen, Zimmermann, Roger

“…Domain divergence plays a significant role in estimating the performance of a model in new domains. While there is a significant literature on divergence…”
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Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification by Nguyen, Thanh-Tung, Schlegel, Viktor, Kashyap, Abhinav, Winkler, Stefan, Huang, Shao-Syuan, Liu, Jie-Jyun, Lin, Chih-Jen

“…Clinical notes are assigned ICD codes - sets of codes for diagnoses and procedures. In the recent years, predictive machine learning models have been built for…”
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So Different Yet So Alike! Constrained Unsupervised Text Style Transfer by Kashyap, Abhinav Ramesh, Hazarika, Devamanyu, Kan, Min-Yen, Zimmermann, Roger, Poria, Soujanya

“…Automatic transfer of text between domains has become popular in recent times. One of its aims is to preserve the semantic content of text being translated…”
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Automated Clinical Coding for Outpatient Departments by Schlegel, Viktor, Kashyap, Abhinav Ramesh, Nguyen, Thanh-Tung, Yang, Tsung-Han, Dwivedi, Vijay Prakash, Yin, Wei-Hsian, Wei, Jeng, Winkler, Stefan

“…Computerised clinical coding approaches aim to automate the process of assigning a set of codes to medical records. While there is active research pushing the…”
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PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records by Schlegel, Viktor, Li, Hao, Wu, Yuping, Subramanian, Anand, Nguyen, Thanh-Tung, Kashyap, Abhinav Ramesh, Beck, Daniel, Zeng, Xiaojun, Batista-Navarro, Riza Theresa, Winkler, Stefan, Nenadic, Goran

“…This paper describes PULSAR, our system submission at the ImageClef 2023 MediQA-Sum task on summarising patient-doctor dialogues into clinical records. The…”
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PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models by Li, Hao, Wu, Yuping, Schlegel, Viktor, Batista-Navarro, Riza, Nguyen, Thanh-Tung, Kashyap, Abhinav Ramesh, Zeng, Xiaojun, Beck, Daniel, Winkler, Stefan, Nenadic, Goran

“…Medical progress notes play a crucial role in documenting a patient's hospital journey, including his or her condition, treatment plan, and any updates for…”
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Simulating and Embedding Fuzzy Logic for Dynamic Stabilization of RC Aircraft by Kachhadiya, Jeneel, Joshi, Urmil, Kashyap, Abhinav, Ail, Suyash

“…Aircrafts are by default designed to be dynamically stable, with respect to aerodynamics. But certain wing configurations like forward swept or anhedral wings…”
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A Markov Chain and Likelihood-Based Model Approach for Automated Test Case Generation, Validation and Prioritization: Theory and Application by Kashyap, Abhinav

“…This research presents a model-based systems engineering approach for the creation of system behavioral models and the automation of test case generation…”
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