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ORCIDAvinash Anand
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2020 – today
- 2024
[c15]Avinash Anand
, Ashwin R. Nair, Kritarth Prasad, Vrinda Narayan, Naman Lal, Debanjan Mahata, Yaman Singla, Rajiv Ratn Shah:
Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models. CIKM 2024: 56-64- [c14]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:
Unveiling Learner Dynamics: The ECLIPSE Dataset and NeuralGaze Framework for Prolonged Engagement Assessment in Online Learning. ECAI 2024: 696-703 - [c13]Debnath Kundu, Atharva Mehta, Rajesh Kumar, Naman Lal, Avinash Anand, Apoorv Singh, Rajiv Ratn Shah:
Keystroke Dynamics Against Academic Dishonesty in the Age of LLMs. IJCB 2024: 1-10 - [c12]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:
GeoVQA: A Comprehensive Multimodal Geometry Dataset for Secondary Education. MIPR 2024: 102-108 - [c11]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:
ExCEDA: Unlocking Attention Paradigms in Extended Duration E-Classrooms by Leveraging Attention-Mechanism Models. MIPR 2024: 301-307 - [c10]Avinash Anand, Sarthak Jain, Shashank Sharma, Akhil P. Dominic, Aman Gupta, Ashta Verma, Raj Jaiswal, Naman Lal, Rajiv Ratn Shah, Roger Zimmermann:
Pulse of the Crowd: Quantifying Crowd Energy through Audio and Video Analysis. MIPR 2024: 308-314 - [c9]Raj Jaiswal, Avinash Anand, Rajiv Ratn Shah:
Advancing Multimodal LLMs: A Focus on Geometry Problem Solving Reasoning and Sequential Scoring. MMAsia 2024: 100:1-100:7 - [c8]Avinash Anand, Janak Kapuriya, Apoorv Singh, Jay Saraf, Naman Lal, Astha Verma, Rushali Gupta, Rajiv Ratn Shah:
MM-PhyQA: Multimodal Physics Question-Answering with Multi-image CoT Prompting. PAKDD (5) 2024: 53-64 - [i18]Avinash Anand, Janak Kapuriya, Apoorv Singh, Jay Saraf, Naman Lal, Astha Verma, Rushali Gupta, Rajiv Ratn Shah:
MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting. CoRR abs/2404.08704 (2024) - [i17]Avinash Anand, Raj Jaiswal, Mohit Gupta, Siddhesh S. Bangar, Pijush Bhuyan, Naman Lal, Rajeev Singh, Ritika Jha, Rajiv Ratn Shah, Shin'ichi Satoh:
RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization. CoRR abs/2404.09530 (2024) - [i16]Avinash Anand, Mohit Gupta, Kritarth Prasad, Ujjwal Goel, Naman Lal, Astha Verma, Rajiv Ratn Shah:
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models. CoRR abs/2404.09763 (2024) - [i15]Avinash Anand, Raj Jaiswal, Pijush Bhuyan, Mohit Gupta, Siddhesh Bangar, Md. Modassir Imam, Rajiv Ratn Shah, Shin'ichi Satoh:
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content. CoRR abs/2404.10305 (2024) - [i14]Avinash Anand, Janak Kapuriya, Chhavi Kirtani, Apoorv Singh, Jay Saraf, Naman Lal, Jatin Kumar, Adarsh Raj Shivam, Astha Verma, Rajiv Ratn Shah, Roger Zimmermann:
MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering. CoRR abs/2404.12926 (2024) - [i13]Avinash Anand, Mohit Gupta, Kritarth Prasad, Navya Singla, Sanjana Sanjeev, Jatin Kumar, Adarsh Raj Shivam, Rajiv Ratn Shah:
Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks. CoRR abs/2404.13099 (2024) - [i12]Avinash Anand, Kritarth Prasad, Ujjwal Goel, Mohit Gupta, Naman Lal, Astha Verma, Rajiv Ratn Shah:
Context-Enhanced Language Models for Generating Multi-Paper Citations. CoRR abs/2404.13865 (2024) - [i11]Debnath Kundu, Atharva Mehta, Rajesh Kumar, Naman Lal, Avinash Anand, Apoorv Singh, Rajiv Ratn Shah:
Keystroke Dynamics Against Academic Dishonesty in the Age of LLMs. CoRR abs/2406.15335 (2024) - [i10]Avinash Anand, Chayan Tank, Sarthak Pol, Vinayak Katoch, Shaina Mehta, Rajiv Ratn Shah:
Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities. CoRR abs/2407.06125 (2024) - [i9]Avinash Anand, Akshit Gupta, Nishchay Yadav, Shaurya Bajaj:
A Comprehensive Survey of AI-Driven Advancements and Techniques in Automated Program Repair and Code Generation. CoRR abs/2411.07586 (2024) - [i8]Raj Jaiswal, Dhruv Jain, Harsh Popat, Avinash Anand, Abhishek Dharmadhikari, Atharva Marathe, Rajiv Ratn Shah:
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents. CoRR abs/2412.00821 (2024) - [i7]Avinash Anand, Raj Jaiswal, Abhishek Dharmadhikari, Atharva Marathe, Harsh Popat, Harshil Mital, Kritarth Prasad, Rajiv Ratn Shah, Roger Zimmermann:
Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring. CoRR abs/2412.00846 (2024) - [i6]Chayan Tank, Shaina Mehta, Sarthak Pol, Vinayak Katoch, Avinash Anand, Raj Jaiswal, Rajiv Ratn Shah:
Su-RoBERTa: A Semi-supervised Approach to Predicting Suicide Risk through Social Media using Base Language Models. CoRR abs/2412.01353 (2024) - [i5]Krishnasai Addala, Kabir Baghel, Chhavi Kirtani, Avinash Anand, Rajiv Ratn Shah:
Steps are all you need: Rethinking STEM Education with Prompt Engineering. CoRR abs/2412.05023 (2024) - [i4]Krishnasai Addala, Kabir Baghel, Dhruv Jain, Chhavi Kirtani, Avinash Anand, Rajiv Ratn Shah:
Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering. CoRR abs/2412.05453 (2024) - [i3]Avinash Anand, Kritarth Prasad, Chhavi Kirtani, Ashwin R. Nair, Mohit Gupta, Saloni Garg, Anurag Gautam, Snehal Buldeo, Rajiv Ratn Shah:
Enhancing LLMs for Physics Problem-Solving using Reinforcement Learning with Human-AI Feedback. CoRR abs/2412.06827 (2024) - [i2]Avinash Anand, Kritarth Prasad, Chhavi Kirtani, Ashwin R. Nair, Manvendra Kumar Nema, Raj Jaiswal, Rajiv Ratn Shah:
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English. CoRR abs/2412.18415 (2024) - 2023
- [c7]Avinash Anand, Mohit Gupta, Kritarth Prasad, Ujjwal Goel, Naman Lal, Astha Verma, Rajiv Ratn Shah:
KG-CTG: Citation Generation Through Knowledge Graph-Guided Large Language Models. BDA 2023: 37-49 - [c6]Avinash Anand, Arnav Goel, Medha Hira, Snehal Buldeo, Jatin Kumar, Astha Verma, Rushali Gupta, Rajiv Ratn Shah:
SciPhyRAG - Retrieval Augmentation to Improve LLMs on Physics Q &A. BDA 2023: 50-63 - [c5]Avinash Anand, Krishnasai Addala, Kabir Baghel, Arnav Goel, Medha Hira, Rushali Gupta, Rajiv Ratn Shah:
Revolutionizing High School Physics Education: A Novel Dataset. BDA 2023: 64-79 - [c4]Avinash Anand, Kritarth Prasad, Ujjwal Goel, Mohit Gupta, Naman Lal, Astha Verma, Rajiv Ratn Shah:
Context-Enhanced Language Models for Generating Multi-paper Citations. BDA 2023: 80-94 - [c3]Avinash Anand, Atharv Jairath, Naman Lal, Siddhesh Bangar, Jagriti Sikka, Astha Verma, Rajiv Ratn Shah, Shin'ichi Satoh:
GEC-DCL: Grammatical Error Correction Model with Dynamic Context Learning for Paragraphs and Scholarly Papers. BDA 2023: 95-110 - [c2]Avinash Anand, Raj Jaiswal, Mohit Gupta, Siddhesh S. Bangar, Pijush Bhuyan, Naman Lal, Rajeev Singh, Ritika Jha, Rajiv Ratn Shah, Shin'ichi Satoh:
RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization. MMAsia 2023: 74:1-74:6 - [c1]Avinash Anand, Raj Jaiswal, Pijush Bhuyan, Mohit Gupta, Siddhesh Bangar, Md. Modassir Imam, Rajiv Ratn Shah, Shin'ichi Satoh:
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content. MMIR@MM 2023: 11-18 - [i1]Arnav Goel, Medha Hira, Avinash Anand, Siddhesh Bangar, Rajiv Ratn Shah:
Advancements in Scientific Controllable Text Generation Methods. CoRR abs/2307.05538 (2023)
Coauthor Index
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