Avinash Anand

According to our database, Avinash Anand authored at least 27 papers between 2023 and 2024.

Collaborative distances:

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

2024

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English.

Avinash Anand, Kritarth Prasad, Chhavi Kirtani, Ashwin R. Nair, Manvendra Kumar Nema, Raj Jaiswal, Rajiv Ratn Shah

CoRR, 2024

Enhancing LLMs for Physics Problem-Solving using Reinforcement Learning with Human-AI Feedback.

Avinash Anand, Kritarth Prasad, Chhavi Kirtani, Ashwin R. Nair, Mohit Gupta, Saloni Garg, Anurag Gautam, Snehal Buldeo, Rajiv Ratn Shah

CoRR, 2024

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering.

Krishnasai Addala, Kabir Baghel, Dhruv Jain, Chhavi Kirtani, Avinash Anand, Rajiv Ratn Shah

CoRR, 2024

Steps are all you need: Rethinking STEM Education with Prompt Engineering.

Krishnasai Addala, Kabir Baghel, Chhavi Kirtani, Avinash Anand, Rajiv Ratn Shah

CoRR, 2024

Su-RoBERTa: A Semi-supervised Approach to Predicting Suicide Risk through Social Media using Base Language Models.

Chayan Tank, Shaina Mehta, Sarthak Pol, Vinayak Katoch, Avinash Anand, Raj Jaiswal, Rajiv Ratn Shah

CoRR, 2024

Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring.

Avinash Anand, Raj Jaiswal, Abhishek Dharmadhikari, Atharva Marathe, Harsh Popat, Harshil Mital, Kritarth Prasad, Rajiv Ratn Shah, Roger Zimmermann

CoRR, 2024

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents.

Raj Jaiswal, Dhruv Jain, Harsh Popat, Avinash Anand, Abhishek Dharmadhikari, Atharva Marathe, Rajiv Ratn Shah

CoRR, 2024

A Comprehensive Survey of AI-Driven Advancements and Techniques in Automated Program Repair and Code Generation.

Avinash Anand, Akshit Gupta, Nishchay Yadav, Shaurya Bajaj

CoRR, 2024

Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities.

Avinash Anand, Chayan Tank, Sarthak Pol, Vinayak Katoch, Shaina Mehta, Rajiv Ratn Shah

CoRR, 2024

Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks.

Avinash Anand, Mohit Gupta, Kritarth Prasad, Navya Singla, Sanjana Sanjeev, Jatin Kumar, Adarsh Raj Shivam, Rajiv Ratn Shah

CoRR, 2024

MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering.

Avinash Anand, Janak Kapuriya, Chhavi Kirtani, Apoorv Singh, Jay Saraf, Naman Lal, Jatin Kumar, Adarsh Raj Shivam, Astha Verma, Rajiv Ratn Shah, Roger Zimmermann

CoRR, 2024

MM-PhyQA: Multimodal Physics Question-Answering with Multi-image CoT Prompting.

Avinash Anand, Janak Kapuriya, Apoorv Singh, Jay Saraf, Naman Lal, Astha Verma, Rushali Gupta, Rajiv Ratn Shah

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Advancing Multimodal LLMs: A Focus on Geometry Problem Solving Reasoning and Sequential Scoring.

Raj Jaiswal, Avinash Anand, Rajiv Ratn Shah

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

ExCEDA: Unlocking Attention Paradigms in Extended Duration E-Classrooms by Leveraging Attention-Mechanism Models.

Avinash Anand, Avni Mittal, Laavanaya Dhawan, Juhi Krishnamurthy, Mahisha Ramesh, Naman Lal, Astha Verma, Pijush Bhuyan, Himani, Rajiv Ratn Shah, Roger Zimmermann, Shin'ichi Satoh

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Pulse of the Crowd: Quantifying Crowd Energy through Audio and Video Analysis.

Avinash Anand, Sarthak Jain, Shashank Sharma, Akhil P. Dominic, Aman Gupta, Astha Verma, Raj Jaiswal, Naman Lal, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

GeoVQA: A Comprehensive Multimodal Geometry Dataset for Secondary Education.

Avinash Anand, Raj Jaiswal, Abhishek Dharmadhikari, Atharva Marathe, Harsh Popat, Harshil Mital, Ashwin R. Nair, Kritarth Prasad, Sidharth Kumar, Astha Verma, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Keystroke Dynamics Against Academic Dishonesty in the Age of LLMs.

Debnath Kundu, Atharva Mehta, Rajesh Kumar, Naman Lal, Avinash Anand, Apoorv Singh, Rajiv Ratn Shah

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Unveiling Learner Dynamics: The ECLIPSE Dataset and NeuralGaze Framework for Prolonged Engagement Assessment in Online Learning.

Avinash Anand, Avni Mittal, Laavanaya Dhawan, Mahisha Ramesh, Juhi Krishnamurthy, Naman Lal, Raj Jaiswal, Pijush Bhuyan, Himani, Astha Verma, Rajiv Ratn Shah, Roger Zimmermann, Shin'ichi Satoh

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models.

Avinash Anand, Ashwin R. Nair, Kritarth Prasad, Vrinda Narayan, Naman Lal, Debanjan Mahata, Yaman Singla, Rajiv Ratn Shah

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Advancements in Scientific Controllable Text Generation Methods.

Arnav Goel, Medha Hira, Avinash Anand, Siddhesh Bangar, Rajiv Ratn Shah

CoRR, 2023

TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content.

Avinash Anand, Raj Jaiswal, Pijush Bhuyan, Mohit Gupta, Siddhesh Bangar, Md. Modassir Imam, Rajiv Ratn Shah, Shin'ichi Satoh

Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, 2023

RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization.

Avinash Anand, Raj Jaiswal, Mohit Gupta, Siddhesh S. Bangar, Pijush Bhuyan, Naman Lal, Rajeev Singh, Ritika Jha, Rajiv Ratn Shah, Shin'ichi Satoh

Proceedings of the ACM Multimedia Asia 2023, 2023

Context-Enhanced Language Models for Generating Multi-paper Citations.

Avinash Anand, Kritarth Prasad, Ujjwal Goel, Mohit Gupta, Naman Lal, Astha Verma, Rajiv Ratn Shah

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

GEC-DCL: Grammatical Error Correction Model with Dynamic Context Learning for Paragraphs and Scholarly Papers.

Avinash Anand, Atharv Jairath, Naman Lal, Siddhesh Bangar, Jagriti Sikka, Astha Verma, Rajiv Ratn Shah, Shin'ichi Satoh

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

KG-CTG: Citation Generation Through Knowledge Graph-Guided Large Language Models.

Avinash Anand, Mohit Gupta, Kritarth Prasad, Ujjwal Goel, Naman Lal, Astha Verma, Rajiv Ratn Shah

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

SciPhyRAG - Retrieval Augmentation to Improve LLMs on Physics Q &A.

Avinash Anand, Arnav Goel, Medha Hira, Snehal Buldeo, Jatin Kumar, Astha Verma, Rushali Gupta, Rajiv Ratn Shah

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023

Revolutionizing High School Physics Education: A Novel Dataset.

Avinash Anand, Krishnasai Addala, Kabir Baghel, Arnav Goel, Medha Hira, Rushali Gupta, Rajiv Ratn Shah

Proceedings of the Big Data and Artificial Intelligence - 11th International Conference, 2023