Identification of divergence for English to Hindi EBMT. - Deepa Gupta; Niladri Chatterjee (MTSummit, 2003)

Exploiting Word Transformation in Statistical Machine Translation from Spanish to English. - Deepa Gupta; Marcello Federico (EAMT, 2006)

Improving Statistical Word Alignments with Morpho-syntactic Transformations. - Adrià de Gispert; Deepa Gupta; Maja Popovic; Patrik Lambert; José B. Mariño; Marcello Federico; Hermann Ney; Rafael E. Banchs (FinTAL, 2006)

Morpho-syntactic Information for Automatic Error Analysis of Statistical Machine Translation Output. - Maja Popovic; Adrià de Gispert; Deepa Gupta; Patrik Lambert; Hermann Ney; José B. Mariño; Marcello Federico; Rafael E. Banchs (WMT@HLT-NAACL, 2006)

The IRST English-Spanish translation system for european parliament speeches. - Daniele Falavigna; Nicola Bertoldi; Fabio Brugnara; Roldano Cattoni; Mauro Cettolo; Boxing Chen; Marcello Federico; Diego Giuliani; Roberto Gretter; Deepa Gupta; Dino Seppi (INTERSPEECH, 2007)

POS-based reordering models for statistical machine translation. - Deepa Gupta; Mauro Cettolo; Marcello Federico (MTSummit, 2007)

English-Hindi Automatic Word Alignment with Scarce Resources. - Eknath Venkataramani; Deepa Gupta (IALP, 2010)

Annotation Guidelines for Hindi-English Word Alignment. - Rahul Kumar Yadav; Deepa Gupta (IALP, 2010)

Boundary-Conforming Discontinuous Galerkin Methods via Extensions from Subdomains. - Bernardo Cockburn; Deepa Gupta; Fernando Reitich (J. Sci. Comput., 2010)

Analysis of multimodal time series data of robotic environment. - G. Radhakrishnan; Deepa Gupta; R. Abhishek; Ankita Ajith; T. S. B. Sudarshan (ISDA, 2012)

Identifying the best feature combination for sentiment analysis of customer reviews. - C. Priyanka; Deepa Gupta (ICACCI, 2013)

Experimentation and Analysis of Time Series Data for Rescue Robotics. - Radhakrishnan Gopalapillai; Deepa Gupta; T. S. B. Sudarshan (ISI, 2013)

Learning domain-specific and domain-independent opinion oriented lexicons using multiple domain knowledge. - K. Sai Vishnu; T. Apoorva; Deepa Gupta (IC3, 2014)

Using Natural Language Processing techniques and fuzzy-semantic similarity for automatic external plagiarism detection. - Deepa Gupta; Vani K.; Charan Kamal Singh (ICACCI, 2014)

Efficient Paragraph based Chunking and Download Filtering for Plagiarism Source Retrieval. - Riya Ravi N; Deepa Gupta (CLEF (Working Notes), 2015)

Exploring sentiment analysis on twitter data. - Manju Venugopalan; Deepa Gupta (IC3, 2015)

Investigating the impact of combined similarity metrics and POS tagging in extrinsic text plagiarism detection system. - Vani K.; Deepa Gupta (ICACCI, 2015)

Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features. - Manju Venugopalan; Deepa Gupta (MIKE, 2015)

Multi-view Robotic Time Series Data Clustering and Analysis Using Data Mining Techniques. - M. Reshma; Priyanka C. Nair; Radhakrishnan Gopalapillai; Deepa Gupta; T. S. B. Sudarshan (SIRS, 2015)

ASE@DPIL-FIRE2016: Hindi Paraphrase Detection using Natural Language Processing Techniques & Semantic Similarity Computations. - Vani K.; Deepa Gupta (FIRE (Working Notes), 2016)

Characteristics and causes of malnutrition across Indian states: A cluster analysis based on Indian demographic and health survey data. - Nair Akash Anilkumar; Deepa Gupta; Sangita Khare; Deepika Manippady Gopalkrishna; Amalendu Jyotishi (ICACCI, 2017)

Recognition of multilingual text from signage boards. - Poonam Salunkhe; Sreebha Bhaskaran; Joseph Amudha; Deepa Gupta (ICACCI, 2017)

A graph-based relation extraction method for question answering system. - G. Veena; S. Athulya; Salma Shaji; Deepa Gupta (ICACCI, 2017)

A learning method for coreference resolution using semantic role labeling features. - G. Veena; Deepa Gupta; Anna Neethu Daniel; S. Roshny (ICACCI, 2017)

Detection of idea plagiarism using syntax-Semantic concept extractions with genetic algorithm. - Vani K.; Deepa Gupta (Expert Syst. Appl., 2017)

Text plagiarism classification using syntax based linguistic features. - Vani K.; Deepa Gupta (Expert Syst. Appl., 2017)

Characteristics of 'Escaping' and 'Falling into' Poverty in India: An Analysis of IHDS Panel Data using machine learning approach. - Sukhavasi Narendranath; Sangita Khare; Deepa Gupta; Amalendu Jyotishi (ICACCI, 2018)

Multilingual Text Detection and Identification from Indian Signage Boards. - Ramanathan Rahul; Sreebha Bhaskaran; Joseph Amudha; Deepa Gupta (ICACCI, 2018)

Comparison of different Acoustic Models for Kannada language using Kaldi Toolkit. - T. Sahana; Naga Srilasya; K. Jeeva Priya; Deepa Gupta; S. Vinay (ICACCI, 2018)

Unmasking text plagiarism using syntactic-semantic based natural language processing techniques: Comparisons, analysis and challenges. - Vani K.; Deepa Gupta (Inf. Process. Manag., 2018)

Integrating syntax-semantic-based text analysis with structural and citation information for scientific plagiarism detection. - Vani K.; Deepa Gupta (J. Assoc. Inf. Sci. Technol., 2018)

Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques. - Krishna Mohan; Priyanka C. Nair; Deepa Gupta; Ravi C. Nayar; Amritanshu Ram (ICACIE (2), 2019)

A Supervised Approach to Aspect Term Extraction Using Minimal Robust Features for Sentiment Analysis. - Manju Venugopalan; Deepa Gupta; Vartika Bhatia (ICACIE (2), 2019)

Deep Learning Model for Text Recognition in Images. - Anupriya Shrivastava; Joseph Amudha; Deepa Gupta; Kshitij Sharma (ICCCNT, 2019)

TMS-EEG based Source Localized Connectivity Signature Extraction by using Unsupervised Machine Learning. - Deepa Gupta; Xiaoming Du; L. Elliot Hong; Fow-Sen Choa (NER, 2019)

Emotion Conversion in Telugu using Constrained Variance GMM and Continuous Wavelet Transform-$F_{0}$. - Susmitha Vekkot; Deepa Gupta (TENCON, 2019)

Hybrid Framework for Speaker-Independent Emotion Conversion Using i-Vector PLDA and Neural Network. - Susmitha Vekkot; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi (IEEE Access, 2019)

Enhanced speech emotion detection using deep neural networks. - S. Lalitha; Shikha Tripathi; Deepa Gupta (Int. J. Speech Technol., 2019)

Prosodic transformation in vocal emotion conversion for multi-lingual scenarios: a pilot study. - Susmitha Vekkot; Deepa Gupta (Int. J. Speech Technol., 2019)

Affective state recognition using audio cues. - P. Murali Krishna; R. Pradeep Reddy; Veena Narayanan; S. Lalitha; Deepa Gupta (J. Intell. Fuzzy Syst., 2019)

Unsupervised Genre-Based Multidomain Sentiment Lexicon Learning Using Corpus-Generated Polarity Seed Words. - Swati Sanagar; Deepa Gupta (IEEE Access, 2020)

Emotional Voice Conversion Using a Hybrid Framework With Speaker-Adaptive DNN and Particle-Swarm-Optimized Neural Network. - Susmitha Vekkot; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi (IEEE Access, 2020)

IET Image Processing. - Tina Babu; Tripty Singh; Deepa Gupta (IET Image Process., 2020)

Speaker-independent expressive voice synthesis using learning-based hybrid network model. - Susmitha Vekkot; Deepa Gupta (Int. J. Speech Technol., 2020)

Automated genre-based multi-domain sentiment lexicon adaptation using unlabeled data. - Swati Sanagar; Deepa Gupta (J. Intell. Fuzzy Syst., 2020)

A Simple Speech Production System Based on Formant Estimation of a Tongue Articulatory System Using Human Tongue Orientation. - Palli Padmini; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi; Kaustav Bhowmick (IEEE Access, 2021)

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM. - Tina Babu; Tripty Singh; Deepa Gupta; Shahin Hameed (J. Intell. Fuzzy Syst., 2021)

Investigation of automatic mixed-lingual affective state recognition system for diverse Indian languages. - S. Lalitha; Deepa Gupta (J. Intell. Fuzzy Syst., 2021)

A rule based approach for aspect extraction in hindi reviews. - Chinmayee Ojha; Manju Venugopalan; Deepa Gupta (J. Intell. Fuzzy Syst., 2021)

Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification. - Radhakrishnan Gopalapillai; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi (Sensors, 2021)

LEDA-Localized-EEG Dynamics Analyzer: a MATLAB-Based Innovative Toolbox for Analysis of EEG Source Dynamics. - Deepa Gupta; Ann Summerfelt; Jennifer Luzhansky; Daniel Li; L. Elliot Hong; Fow-Sen Choa (J. Signal Process. Syst., 2021)

Natural Question Generation using Transformers and Reinforcement Learning. - Dipshikha Biswas; Suneel Nadipalli; B. Sneha; Deepa Gupta; Joseph Amudha (OCIT, 2022)

Semi Supervised Approach for Relation Extraction in Agriculture Documents. - Veena G; Deepa Gupta; Vani Kanjirangat (OCIT, 2022)

Abstractive Summarization of Indian Legal Judgments. - Priyanka Prabhakar; Deepa Gupta; Peeta Basa Pati (OCIT, 2022)

Automate Descriptive Answer Grading using Reference based Models. - Mohammed Azam Sayeed; Deepa Gupta (OCIT, 2022)

Neural Machine Translation for Kashmiri to English and Hindi using Pre-trained Embeddings. - Shailashree K. Sheshadri; Deepa Gupta; Marta Ruiz Costa-jussà (OCIT, 2022)

A Reinforced Active Learning Sampling for Cybersecurity NER Data Annotation. - Smita Srivastava; Deepa Gupta; Biswajit Paul; Shubhashisa Sahoo (OCIT, 2022)

Tamil Speech Recognition Using XLSR Wav2Vec2.0 & CTC Algorithm. - A. Akhilesh; P. Brinda; Keerthana S.; Deepa Gupta; Susmitha Vekkot (ICCCNT, 2022)

A Study on Named Entity Recognition with Different Word Embeddings on GMB Dataset using Deep Learning Pipelines. - Surya Teja Chavali; Charan Tej Kandavalli; Sugash T. M; Deepa Gupta (ICCCNT, 2022)

Quora Question Pairs Identification and Insincere Questions Classification. - Sai Surya Teja Gontumukkala; Yogeshwara Sai Varun Godavarthi; Bhanu Rama Ravi Teja Gonugunta; Deepa Gupta; Suja Palaniswamy (ICCCNT, 2022)

Telugu Paraphrase Detection Using Siamese Network. - Mathi Rohith; Mothukuri Jaswanth Venkat; Pasumarthy Venkata Akhil; Mandiga Sahasra Sai Tarun; Deepa Gupta (ICCCNT, 2022)

Unsupervised Neural Machine Translation for English to Kannada Using Pre-Trained Language Model. - Shailashree K. Sheshadri; B. Sai Bharath; Alapati Hari Naga Sree Chandana Sarvani; Potta Reddy Vijaya Bharathi Reddy; Deepa Gupta (ICCCNT, 2022)

Reordering Based Unsupervised Neural Machine Translation system for English To Telugu. - Shailashree K. Sheshadri; Akula Dhanush; Nadella Venkata Sai Pradyumna; Satwik Reddy Sripathi; Deepa Gupta (ICCCNT, 2022)

Technology & HealthCare in the Coming Era. - Kuenzang Lhamo; Deepa Gupta; Alka Chaudhary; Anil Kumar 009 (ICCCS, 2022)

6G enabled federated learning for secure IoMT resource recommendation and propagation analysis. - Syed Thouheed Ahmed; Vinoth Kumar Venkatesan 001; Krishna Kant Singh; Akansha Singh; Muthukumaran Venkatesan; Deepa Gupta (Comput. Electr. Eng., 2022)

A reinforced active learning approach for optimal sampling in aspect term extraction for sentiment analysis. - Manju Venugopalan; Deepa Gupta (Expert Syst. Appl., 2022)

Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends. - Nada M. Elfatih; Mohammad Kamrul Hasan; Zeinab Kamal; Deepa Gupta; Rashid A. Saeed; Elmustafa Sayed Ali; Md. Sarwar Hosain (IET Commun., 2022)

Fusion of spectral and prosody modelling for multilingual speech emotion conversion. - Susmitha Vekkot; Deepa Gupta (Knowl. Based Syst., 2022)

An enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis. - Manju Venugopalan; Deepa Gupta (Knowl. Based Syst., 2022)

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures. - M. Rupesh Kumar; Susmitha Vekkot; S. Lalitha; Deepa Gupta; Varasiddhi Jayasuryaa Govindraj; Kamran Shaukat; Yousef Ajami Alotaibi; Mohammed Zakariah (Sensors, 2022)

Optimized cancer detection on various magnified histopathological colon images based on DWT features and FCM clustering. - Tina Babu; Tripty Singh; Deepa Gupta; Shahin Hameed (Turkish J. Electr. Eng. Comput. Sci., 2022)

Exploration of the Impact of Remote work and Online Education on Visual Health during the COVID-19 using Machine Learning Approaches. - Shanmukha Aditya G; Kruthika B; Venkata Sneha G; Deepa Gupta; T. V. Smitha; Asha S. Manek (ICCCNT, 2023)

Cyberbullying Text Classification for Social Media Data Using Embedding And Deep Learning Approaches. - Agashini V. Kumar; Deepa Gupta; Manju Venugopalan (ICCCNT, 2023)

An Empirical Analysis of Relationship between Economic Growth and Freedom: A Cross Country Study using Machine Learning Approach. - Shivkumar S; Deepa Gupta; Deepika Manippady Gopalkrishna (ICCCNT, 2023)

Fake News Detection Using Deep Learning and Transformer-Based Model. - Paliwal Mohan Subhash; Deepa Gupta; Suja Palaniswamy; Manju Venugopalan (ICCCNT, 2023)

A Reinforcement Learning Approach for Intelligent Conversational Chatbot For Enhancing Mental Health Therapy. - Abdulqahar Mukhtar Abubakar; Deepa Gupta; Shantipriya Parida (ICMLDE, 2023)

Unravelling stress levels in continuous speech through optimal feature selection and deep learning. - Kavya Duvvuri; Harshitha Kanisettypalli; Teja Nikhil Masabattula; Susmitha Vekkot; Deepa Gupta; Mohammed Zakariah (ICMLDE, 2023)

Evaluating the Impact of Text Data Augmentation on Text Classification Tasks using DistilBERT. - Aarathi Rajagopalan Nair; Rimjhim Padam Singh; Deepa Gupta; Priyanka Kumar (ICMLDE, 2023)

Indo-Aryan Dialect Identification Using Deep Learning Ensemble Model. - Paliwal Mohan Subhash; Kavitha C. R.; Deepa Gupta; Vani Kanjirangat (ICMLDE, 2023)

Semi-Supervised Bootstrapped Syntax-Semantics-Based Approach for Agriculture Relation Extraction for Knowledge Graph Creation and Reasoning. - G. Veena; Deepa Gupta; Vani Kanjirangat (IEEE Access, 2023)

Dementia Speech Dataset Creation and Analysis in Indic Languages - A Pilot Study. - Susmitha Vekkot; Nagulapati Naga Venkata Sai Prakash; Thirupati Sai Eswar Reddy; Satwik Reddy Sripathi; S. Lalitha; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi (IEEE Access, 2023)

The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant. - Jingqing Zhang; Kai Sun 005; Akshay Jagadeesh; Mahta Ghahfarokhi; Deepa Gupta; Ashok Gupta; Vibhor Gupta; Yike Guo (CoRR, 2023)

A Novel Approach to Identify the Brain Tumour Using Convolutional Neural Network. - Suraj Khari; Deepa Gupta; Alka Chaudhary; Ruchika Bhatla (EAI Endorsed Trans. Pervasive Health Technol., 2023)

Brain Connectivity Signature Extractions from TMS Invoked EEGs. - Deepa Gupta; Xiaoming Du; Ann Summerfelt; L. Elliot Hong; Fow-Sen Choa (Sensors, 2023)

AGRONER: An unsupervised agriculture named entity recognition using weighted distributional semantic model. - Veena G; Vani Kanjirangat; Deepa Gupta (Expert Syst. Appl., 2023)

Yolo-based Deep Learning Techniques for Identifying Floating Bottles in Inland Water: A Comprehensive Analysis. - B. Saranya Devi; Deepa Gupta; Rimjhim Padam Singh (ICCCNT, 2024)

Multifaceted Cyberbullying Detection using Deep Learning Architectures and Semantic Embeddings in Social Media Discourse. - Shanmukha Aditya G; Ananya Aggarwal; Karan S; Deepa Gupta; Suja Palaniswamy; Manju Venugopalan (ICCCNT, 2024)

Detection and Classification of AI-Generated Text. - Shreya Gupta; Deepa Gupta (ICCCNT, 2024)

Exploring Multi-vectorization Approaches for Suicide Ideation Detection in Tweets. - Kruthika B; Shanmukha Aditya G; Ananya Aggarwal; Deepa Gupta (ICCCNT, 2024)

Visual Defect Identification and Prediction of Remaining Useful Lifefor Automobile Components. - Anuj Kumar; Deepa Gupta; Rimjhim Padam Singh (ICCCNT, 2024)

Comparative Analysis of a Bioelectric Cell Biosensor Dataset Employing Machine Learning Classifiers for Reliable Listeria Monocytogenes Identification. - Preeti Mishra; Deepa Gupta (ICCCNT, 2024)

Neural Machine Translation Using a Pivot Approach: Dogri to English. - Aarathi Rajagopalan Nair; Shailashree K. Sheshadri; Akula Dhanush; Nadella Venkata Sai Pradyumna; Deepa Gupta (ICCCNT, 2024)

Shellcode Generation: A Resource Efficient Approach using Fine-tuned LLMs. - Madhav Ram; V. Mohith Krishna; M. Pranavkrishnan; Priyanka C. Nair; Deepa Gupta (ICCCNT, 2024)

Automatic Topic Identification in Destination Reviews Using Hybrid Topic Modelling Techniques. - Majji Nitin Sai; Neelam Leeladhar Royal; Narayana Chakravarthi; Nagavarapu Siva Sai; Deepa Gupta; Manju Venugopalan (ICCCNT, 2024)

Hate Speech Detection in Marathi Tweets using Stacked Deep Learning models. - Prachi Shedge; Siddhi Kamalkar; Deepa Gupta (ICCCNT, 2024)

Investigating Fake Job Descriptions with TF-IDF and Word Embeddings. - B. Umah; Deepa Gupta; Manju Venugopalan (ICCCNT, 2024)

Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries. - Priyanka C. Nair; Deepa Gupta; Bhagavatula Indira Devi; Vani Kanjirangat; Deepak P 001 (IEEE Access, 2024)

The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant. - Jingqing Zhang; Kai Sun 005; Akshay Jagadeesh; Parastoo Falakaflaki; Elena Kayayan; Guanyu Tao; Mahta Haghighat Ghahfarokhi; Deepa Gupta; Ashok Gupta; Vibhor Gupta; Yike Guo (J. Am. Medical Informatics Assoc., 2024)

Development of a diacritic-aware large vocabulary automatic speech recognition for Hausa language. - Abdulqahar Mukhtar Abubakar; Deepa Gupta; Susmitha Vekkot (Int. J. Speech Technol., 2024)

A Novel Approach to Continual Knowledge Transfer in Multilingual Neural Machine Translation Using Autoregressive and Non-Autoregressive Models for Indic Languages. - Shailashree K. Sheshadri; Deepa Gupta; Biswajit Paul; J. Siva Bhavani (IEEE Access, 2025)

Continuous Speech-Based Fatigue Detection and Transition State Prediction for Air Traffic Controllers. - Susmitha Vekkot; Surya Teja Chavali; Charan Tej Kandavalli; Rama Sai Abhishek Podila; Deepa Gupta; Mohammed Zakariah; Yousef Ajami Alotaibi (IEEE Access, 2025)