Pushpak Bhattacharyya - researchr alias

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Viewing Publication 1 - 100 from 578

2024

IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation PipelinePulkit Agarwal, Settaluri Lakshmi Sravanthi, Pushpak Bhattacharyya. eacl 2024: 1158-1176 [doi]

MTBullyGNN: A Graph Neural Network-Based Multitask Framework for Cyberbullying DetectionKrishanu Maity, Tanmay Sen, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 11(1):849-858, February 2024. [doi]

IndicCONAN: A Multilingual Dataset for Combating Hate Speech in Indian ContextNihar Ranja Sahoo, Gyana Prakash Beria, Pushpak Bhattacharyya. AAAI 2024: 22313-22321 [doi]

Zero-shot multitask intent and emotion prediction from multimodal data: A benchmark studyGopendra Vikram Singh, Mauajama Firdaus, Dushyant Singh Chauhan, Asif Ekbal, Pushpak Bhattacharyya. ijon, 569:127128, February 2024. [doi]

Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with ReasoningGopendra Vikram Singh, Mauajama Firdaus, Dushyant Singh Chauhan, Asif Ekbal, Pushpak Bhattacharyya. AAAI 2024: 18981-18989 [doi]

Yes, This Is What I Was Looking For! Towards Multi-modal Medical Consultation Concern Summary GenerationAbhisek Tiwari, Shreyangshu Bera, Sriparna Saha 0001, Pushpak Bhattacharyya, Samrat Ghosh. ecir 2024: 210-225 [doi]

2023

RPTCS: A Reinforced Persona-aware Topic-guiding Conversational SystemZishan Ahmad, Kshitij Mishra, Asif Ekbal, Pushpak Bhattacharyya. eacl 2023: 3464-3476 [doi]

A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor DetectionNaveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar, Pushpak Bhattacharyya. acl 2023: 388-401 [doi]

"A Little is Enough": Few-Shot Quality Estimation based Corpus Filtering improves Machine TranslationAkshay Batheja, Pushpak Bhattacharyya. acl 2023: 14175-14185 [doi]

Adversarial Training for Low-Resource Disfluency CorrectionVineet Bhat, Preethi Jyothi, Pushpak Bhattacharyya. acl 2023: 8112-8122 [doi]

DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European LanguagesVineet Bhat, Preethi Jyothi, Pushpak Bhattacharyya. emnlp 2023: 12833-12857 [doi]

Findings of the WMT 2023 Shared Task on Automatic Post-EditingPushpak Bhattacharyya, Rajen Chatterjee, Markus Freitag, Diptesh Kanojia, Matteo Negri, Marco Turchi. wmt 2023: 672-681 [doi]

MHaDiG: A Multilingual Humor-aided Multiparty Dialogue Generation in multimodal conversational settingDushyant Singh Chauhan, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya. kbs, 278:110840, October 2023. [doi]

Quality Estimation-Assisted Automatic Post-EditingSourabh Dattatray Deoghare, Diptesh Kanojia, Frédéric Blain, Tharindu Ranasinghe, Pushpak Bhattacharyya. emnlp 2023: 1686-1698 [doi]

A Multi-task Learning Framework for Quality EstimationSourabh Dattatray Deoghare, Paramveer Choudhary, Diptesh Kanojia, Tharindu Ranasinghe, Pushpak Bhattacharyya, Constantin Orasan. acl 2023: 9191-9205 [doi]

I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial NetworkMauajama Firdaus, Naveen Thangavelu, Asif Ekbal, Pushpak Bhattacharyya. taffco, 14(3):2127-2138, July - September 2023. [doi]

Being Polite: Modeling Politeness Variation in a Personalized Dialog AgentMauajama Firdaus, Arunav Pratap Shandilya, Asif Ekbal, Pushpak Bhattacharyya. tcss, 10(4):1455-1464, August 2023. [doi]

Affect-GCN: a multimodal graph convolutional network for multi-emotion with intensity recognition and sentiment analysis in dialoguesMauajama Firdaus, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya. mta, 82(28):43251-43272, November 2023. [doi]

Multi-step Prompting for Few-shot Emotion-Grounded ConversationsMauzama Firdaus, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya. CIKM 2023: 3886-3891 [doi]

Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB's Effort for Bridging the GapPranav Gaikwad, Meet Doshi, Sourabh Dattatray Deoghare, Pushpak Bhattacharyya. wmt 2023: 950-953 [doi]

A transformer-based multi-task framework for joint detection of aggression and hate on social media dataSoumitra Ghosh, Amit Priyankar, Asif Ekbal, Pushpak Bhattacharyya. nle, 29(6):1495-1515, November 2023. [doi]

VAD-assisted multitask transformer framework for emotion recognition and intensity prediction on suicide notesSoumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. ipm, 60(2):103234, 2023. [doi]

SEHC: A Benchmark Setup to Identify Online Hate Speech in EnglishSoumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya, Tista Saha, Alka Kumar, Shikha Srivastava. tcss, 10(2):760-770, April 2023. [doi]

Multitasking of sentiment detection and emotion recognition in code-mixed Hinglish dataSoumitra Ghosh, Amit Priyankar, Asif Ekbal, Pushpak Bhattacharyya. kbs, 260:110182, 2023. [doi]

Angel: Enterprise Search System for the Non-Profit IndustrySaiful Haq, Ashutosh Sharma, Pushpak Bhattacharyya. emnlp 2023: 828-835 [doi]

"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image CaptioningAbisek Rajakumar Kalarani, Pushpak Bhattacharyya, Niyati Chhaya, Sumit Shekhar. acl 2023: 695-706 [doi]

"Knowledge is Power": Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report GenerationKaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Milind Gune, Kush Shrivastava, Rustom Lawyer, Spriha Biswas. acl 2023: 11-24 [doi]

KGVL-BART: Knowledge Graph Augmented Visual Language BART for Radiology Report GenerationKaveri Kale, Pushpak Bhattacharyya, Milind Gune, Aditya Shetty, Rustom Lawyer. eacl 2023: 3393-3403 [doi]

Replace and Report: NLP Assisted Radiology Report GenerationKaveri Kale, Pushpak Bhattacharyya, Kshitij Jadhav. acl 2023: 10731-10742 [doi]

Eyes Show the Way: Modelling Gaze Behaviour for Hallucination DetectionKishan Maharaj, Ashita Saxena, Raja Kumar, Abhijit Mishra, Pushpak Bhattacharyya. emnlp 2023: 11424-11438 [doi]

Emoji, Sentiment and Emotion Aided Cyberbullying Detection in HinglishKrishanu Maity, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 10(5):2411-2420, October 2023. [doi]

GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying DetectionKrishanu Maity, Raghav Jain, Prince Jha, Sriparna Saha 0001, Pushpak Bhattacharyya. emnlp 2023: 16632-16645 [doi]

"Explain Thyself Bully": Sentiment Aided Cyberbullying Detection with ExplanationKrishanu Maity, Prince Jha, Raghav Jain, Sriparna Saha 0001, Pushpak Bhattacharyya. icdar 2023: 132-148 [doi]

IndIE: A Multilingual Open Information Extraction Tool For Indic LanguagesRitwik Mishra, Simranjeet Singh, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Pushpak Bhattacharyya. ijcnlp 2023: 312-326 [doi]

An Object Localization-based Dense Image Captioning Framework in HindiSantosh Kumar Mishra, Harshit, Sriparna Saha 0001, Pushpak Bhattacharyya. talip, 22(1):1-15, January 2023. [doi]

Dynamic Convolution-based Encoder-Decoder Framework for Image Captioning in HindiSantosh Kumar Mishra, Sushant Sinha, Sriparna Saha 0001, Pushpak Bhattacharyya. talip, 22(4):1-18, April 2023. [doi]

GAGPT-2: A Geometric Attention-based GPT-2 Framework for Image Captioning in HindiSantosh Kumar Mishra, Soham Chakraborty, Sriparna Saha 0001, Pushpak Bhattacharyya. talip, 22(10), October 2023. [doi]

Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement LearningSwaroop Nath, Pushpak Bhattacharyya, Harshad Khadilkar. emnlp 2023: 15770-15789 [doi]

Investigations in Entity Relationship ExtractionSachin Sharad Pawar, Pushpak Bhattacharyya, Girish Keshav Palshikar. Volume 1058 of Studies in Computational Intelligence, Springer, 2023. [doi]

Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian LanguagesSiddhesh Pawar, Pushpak Bhattacharyya, Partha Talukdar. sigmorphon 2023: 14-26 [doi]

Mental Health Disorder Identification From Motivational ConversationsTulika Saha, Saichethan Miriyala Reddy, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 10(3):1130-1139, 2023. [doi]

With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource LanguagesNihar Sahoo, Niteesh Mallela, Pushpak Bhattacharyya. acl 2023: 13316-13330 [doi]

Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive LearningSapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya. emnlp 2023: 3640-3654 [doi]

Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerceTejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya. emnlp 2023: 13480-13491 [doi]

Aspect-Sentiment-based Opinion Summarization using Multiple Information SourcesTejpalsingh Siledar, Jigar Makwana, Pushpak Bhattacharyya. comad 2023: 55-61 [doi]

EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social ConversationsGopendra Vikram Singh, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. taslp, 31:290-300, 2023. [doi]

Unity in Diversity: Multilabel Emoji Identification in TweetsGopendra Vikram Singh, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. tcss, 10(3):1029-1038, 2023. [doi]

DeCoDE: Detection of Cognitive Distortion and Emotion Cause Extraction in Clinical ConversationsGopendra Vikram Singh, Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. ecir 2023: 156-171 [doi]

An Attention-Based Multimodal Siamese Architecture for Tweet-User VerificationChanchal Suman, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 10(5):2764-2772, October 2023. [doi]

Investigations in Emotion Aware Multimodal Gender Prediction Systems From Social Media DataChanchal Suman, Rohit Chaudhari, Sriparna Saha 0001, Sudhir Kumar 0002, Pushpak Bhattacharyya. tcss, 10(2):470-479, April 2023. [doi]

Predict and Use: Harnessing Predicted Gaze to Improve Multimodal Sarcasm DetectionDivyank Tiwari, Diptesh Kanojia, Anupama Ray, Apoorva Nunna, Pushpak Bhattacharyya. emnlp 2023: 15933-15948 [doi]

Toward Symptom Assessment Guided Symptom Investigation and Disease DiagnosisAbhisek Tiwari, Rishav Raj, Sriparna Saha 0001, Pushpak Bhattacharyya, Sarbajeet Tiwari, Minakshi Dhar. tai, 4(6):1752-1766, December 2023. [doi]

Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation SummarizationAbhisek Tiwari, Anisha Saha, Sriparna Saha 0001, Pushpak Bhattacharyya, Minakshi Dhar. CIKM 2023: 2452-2461 [doi]

Local context is not enough! Towards Query Semantic and Knowledge Guided Multi-Span Medical Question AnsweringAbhisek Tiwari, Aman Bhansali, Sriparna Saha 0001, Pushpak Bhattacharyya, Preeti Verma, Minakshi Dhar. ecai 2023: 2354-2361 [doi]

ReviVal: Towards Automatically Evaluating the Informativeness of Peer ReviewsRajeev Verma, Tirthankar Ghosal, Saprativa Bhattacharjee, Asif Ekbal, Pushpak Bhattacharyya. sigir-ap 2023: 95-103 [doi]

2022

Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety DomainAnkush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar. lrec 2022: 6260-6270 [doi]

All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble FrameworkMd. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi. taffco, 13(1):285-297, 2022. [doi]

Improving Machine Translation with Phrase Pair Injection and Corpus FilteringAkshay Batheja, Pushpak Bhattacharyya. emnlp 2022: 5395-5400 [doi]

Investigating Hostile Post Detection in HindiVarad Bhatnagar, Prince Kumar, Pushpak Bhattacharyya. ijon, 474:60-81, 2022. [doi]

Findings of the WMT 2022 Shared Task on Automatic Post-EditingPushpak Bhattacharyya, Rajen Chatterjee, Markus Freitag, Diptesh Kanojia, Matteo Negri, Marco Turchi. wmt 2022: 109-117 [doi]

An emoji-aware multitask framework for multimodal sarcasm detectionDushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora, Asif Ekbal, Pushpak Bhattacharyya. kbs, 257:109924, 2022. [doi]

A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational SettingDushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora, Asif Ekbal, Pushpak Bhattacharyya. COLING 2022: 6752-6761 [doi]

An Efficient Fusion Mechanism for Multimodal Low-resource SettingDushyant Singh Chauhan, Asif Ekbal, Pushpak Bhattacharyya. sigir 2022: 2583-2588 [doi]

IIT Bombay's WMT22 Automatic Post-Editing Shared Task SubmissionSourabh Dattatray Deoghare, Pushpak Bhattacharyya. wmt 2022: 682-688 [doi]

EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue SystemMauajama Firdaus, Hardik Chauhan, Asif Ekbal, Pushpak Bhattacharyya. taffco, 13(3):1555-1566, 2022. [doi]

PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response GenerationMauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. COLING 2022: 6165-6175 [doi]

Novelty Detection: A Perspective from Natural Language ProcessingTirthankar Ghosal, Tanik Saikh, Tameesh Biswas, Asif Ekbal, Pushpak Bhattacharyya. coling, 48(1):77-117, 2022. [doi]

Novelty Detection in Community Question Answering ForumsTirthankar Ghosal, Vignesh Edithal, Tanik Saikh, Saprativa Bhattacharjee, Asif Ekbal, Pushpak Bhattacharyya. paclic 2022: 525-532 [doi]

A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide NotesSoumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. cogcom, 14(1):110-129, 2022. [doi]

What Does Your Bio Say? Inferring Twitter Users' Depression Status From Multimodal Profile Information Using Deep LearningSoumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. tcss, 9(5):1484-1494, 2022. [doi]

CARES: CAuse Recognition for Emotion in Suicide NotesSoumitra Ghosh, Swarup Roy, Asif Ekbal, Pushpak Bhattacharyya. ecir 2022: 128-136 [doi]

EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide NotesSoumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya. COLING 2022: 1098-1105 [doi]

Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide NotesSoumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya. IJCAI 2022: 5073-5079 [doi]

Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality DetectionSoumitra Ghosh, Dhirendra Maurya, Asif Ekbal, Pushpak Bhattacharyya. wassa 2022: 255-260 [doi]

COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in ConversationsSoumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya. COLING 2022: 6978-6990 [doi]

Measuring Temporal Distance Focus From Tweets and Investigating its Association With Psycho-Demographic AttributesSabyasachi Kamila, Mohammad Hasanuzzaman, Asif Ekbal, Pushpak Bhattacharyya. taffco, 13(2):1086-1097, 2022. [doi]

Zero-shot Disfluency Detection for Indian LanguagesRohit Kundu, Preethi Jyothi, Pushpak Bhattacharyya. COLING 2022: 4442-4454 [doi]

Exploring Multi-lingual, Multi-task, and Adversarial Learning for Low-resource Sentiment AnalysisMamta, Asif Ekbal, Pushpak Bhattacharyya. talip, 21(5), September 2022. [doi]

HindiMD: A Multi-domain Corpora for Low-resource Sentiment AnalysisMamta, Asif Ekbal, Pushpak Bhattacharyya, Tista Saha, Alka Kumar, Shikha Srivastava. lrec 2022: 7061-7070 [doi]

Multiple Pivot Languages and Strategic Decoder Initialization Helps Neural Machine TranslationShivam Mhaskar, Pushpak Bhattacharyya. loresmt 2022: 9-14 [doi]

Efficient Channel Attention Based Encoder-Decoder Approach for Image Captioning in HindiSantosh Kumar Mishra, Gaurav Rai, Sriparna Saha 0001, Pushpak Bhattacharyya. talip, 21(3), 2022. [doi]

HiNER: A large Hindi Named Entity Recognition DatasetV. Rudra Murthy, Pallab Bhattacharjee, Rahul Sharnagat, Jyotsana Khatri, Diptesh Kanojia, Pushpak Bhattacharyya. lrec 2022: 4467-4476 [doi]

A Multimodal Corpus for Emotion Recognition in SarcasmAnupama Ray, Shubham Mishra, Apoorva Nunna, Pushpak Bhattacharyya. lrec 2022: 6992-7003 [doi]

A Multitask Multimodal Ensemble Model for Sentiment- and Emotion-Aided Tweet Act ClassificationTulika Saha, Apoorva Upadhyaya, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 9(2):508-517, 2022. [doi]

Towards Sentiment-Aware Multi-Modal Dialogue Policy LearningTulika Saha, Sriparna Saha 0001, Pushpak Bhattacharyya. cogcom, 14(1):246-260, 2022. [doi]

Detecting Unintended Social Bias in Toxic Language DatasetsNihar Sahoo, Himanshu Gupta, Pushpak Bhattacharyya. conll 2011: 132-143 [doi]

Event-Argument Linking in Disaster DomainSovan Kumar Sahoo, Saumajit Saha, Asif Ekbal, Pushpak Bhattacharyya. access, 10:94203-94219, 2022. [doi]

ScienceQA: a novel resource for question answering on scholarly articlesTanik Saikh, Tirthankar Ghosal, Amish Mittal, Asif Ekbal, Pushpak Bhattacharyya. jodl, 23(3):289-301, 2022. [doi]

On Multimodal Microblog SummarizationNaveen Saini, Sriparna Saha 0001, Pushpak Bhattacharyya, Shubhankar Mrinal, Santosh Kumar Mishra. tcss, 9(5):1317-1329, 2022. [doi]

Microblog summarization using self-adaptive multi-objective binary differential evolutionNaveen Saini, Sriparna Saha 0001, Pushpak Bhattacharyya. apin, 52(2):1686-1702, 2022. [doi]

Emotion Enriched Retrofitted Word EmbeddingsSapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya. COLING 2022: 4136-4148 [doi]

Affective Retrofitted Word EmbeddingsSapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya. ijcnlp 2022: 550-561 [doi]

Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie DialoguesSandhya Singh, Prapti Roy, Nihar Sahoo, Niteesh Mallela, Himanshu Gupta, Pushpak Bhattacharyya, Milind Savagaonkar, Nidhi Sultan, Roshni R. Ramnani, Anutosh Maitra, Shubhashis Sengupta. lrec 2022: 5274-5285 [doi]

Are Emoji, Sentiment, and Emotion Friends? A Multi-task Learning for Emoji, Sentiment, and Emotion AnalysisGopendra Vikram Singh, Dushyant Singh Chauhan, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. paclic 2022: 166-174 [doi]

EmoInHindi: A Multi-label Emotion and Intensity Annotated Dataset in Hindi for Emotion Recognition in DialoguesGopendra Vikram Singh, Priyanshu Priya, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. lrec 2022: 5829-5837 [doi]

An attention based multi-modal gender identification system for social media usersChanchal Suman, Rohit Shyamkant Chaudhary, Sriparna Saha 0001, Pushpak Bhattacharyya. mta, 81(19):27033-27055, 2022. [doi]

Authorship Attribution of Microtext Using Capsule NetworksChanchal Suman, Ayush Raj, Sriparna Saha 0001, Pushpak Bhattacharyya. tcss, 9(4):1038-1047, 2022. [doi]

A persona aware persuasive dialogue policy for dynamic and co-operative goal settingAbhisek Tiwari, Tulika Saha, Sriparna Saha 0001, Shubhashis Sengupta, Anutosh Maitra, Roshni R. Ramnani, Pushpak Bhattacharyya. eswa, 195:116303, 2022. [doi]

A knowledge infused context driven dialogue agent for disease diagnosis using hierarchical reinforcement learningAbhisek Tiwari, Sriparna Saha 0001, Pushpak Bhattacharyya. kbs, 242:108292, 2022. [doi]

Symptoms are known by their companies: towards association guided disease diagnosis assistantAbhisek Tiwari, Tulika Saha, Sriparna Saha 0001, Pushpak Bhattacharyya, Shemim Begum, Minakshi Dhar, Sarbajeet Tiwari. bmcbi, 23(1):556, December 2022. [doi]

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