Aman Chadha

According to our database, Aman Chadha authored at least 68 papers between 2011 and 2024.

Collaborative distances:

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

2024

FACTOID: FACtual enTailment fOr hallucInation Detection.

Vipula Rawte, S. M. Towhidul Islam Tonmoy, Krishnav Rajbangshi, Shravani Nag, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2024

"Sorry, Come Again?" Prompting - Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing.

Vipula Rawte, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Prachi Priya, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2024

Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation.

Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo

CoRR, 2024

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models.

Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha

CoRR, 2024

ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs.

Preetam Prabhu Srikar Dammu, Himanshu Naidu, Mouly Dewan, YoungMin Kim, Tanya Roosta, Aman Chadha, Chirag Shah

CoRR, 2024

Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models.

Arijit Ghosh Chowdhury, Md Mofijul Islam, Vaibhav Kumar, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha

CoRR, 2024

PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models.

Fiona Anting Tan, Gerard Christopher Yeo, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Kokil Jaidka, Yang Liu, See-Kiong Ng

CoRR, 2024

A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization.

Tharindu Kumarage, Garima Agrawal, Paras Sheth, Raha Moraffah, Aman Chadha, Joshua Garland, Huan Liu

CoRR, 2024

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review.

Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha

CoRR, 2024

Cause and Effect: Can Large Language Models Truly Understand Causality?

Swagata Ashwani, Kshiteesh Hegde, Nishith Reddy Mannuru, Mayank Jindal, Dushyant Singh Sengar, Krishna Chaitanya Rao Kathala, Dishant Banga, Vinija Jain, Aman Chadha

CoRR, 2024

From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings.

Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha

CoRR, 2024

Developing a Framework for Auditing Large Language Models Using Human-in-the-Loop.

Maryam Amirizaniani, Jihan Yao, Adrian Lavergne, Elizabeth Snell Okada, Aman Chadha, Tanya Roosta, Chirag Shah

CoRR, 2024

AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach.

Maryam Amirizaniani, Tanya Roosta, Aman Chadha, Chirag Shah

CoRR, 2024

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha

CoRR, 2024

Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation.

Shivang Chopra, Suraj Kothawade, Houda Aynaou, Aman Chadha

CoRR, 2024

Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models.

Chenyang Gao, Brecht Desplanques, Chelsea J.-T. Ju, Aman Chadha, Andreas Stolcke

CoRR, 2024

Gaussian Adaptive Attention is All You Need: Robust Contextual Representations Across Multiple Modalities.

Georgios Ioannides, Aman Chadha, Aaron Elkins

CoRR, 2024

The What, Why, and How of Context Length Extension Techniques in Large Language Models - A Detailed Survey.

Saurav Pawar, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Aman Chadha, Amitava Das

CoRR, 2024

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das

CoRR, 2024

A Natural Language Processing Model on BERT and YAKE Technique for Keyword Extraction on Sustainability Reports.

Akriti Gupta, Aman Chadha, Vijaishri Tewari

IEEE Access, 2024

Causality Guided Disentanglement for Cross-Platform Hate Speech Detection.

Paras Sheth, Raha Moraffah, Tharindu S. Kumarage, Aman Chadha, Huan Liu

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries.

Akash Ghosh, Arkadeep Acharya, Prince Jha, Sriparna Saha, Aniket Gaudgaul, Rajdeep Majumdar, Aman Chadha, Raghav Jain, Setu Sinha, Shivani Agarwal

Proceedings of the Advances in Information Retrieval, 2024

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models.

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering.

Arijit Ghosh Chowdhury, Aman Chadha

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare.

Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models.

Ibtihel Amara, Vinija Jain, Aman Chadha

CoRR, 2023

SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection.

Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2023

Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring.

Ankitha Sudarshan, Vinay Samuel, Parth Patwa, Ibtihel Amara, Aman Chadha

CoRR, 2023

Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index.

Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Krish Sharma, Niyar R. Barman, Chandan Gupta, Shreya Gautam, Tanay Kumar, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2023

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges.

Vinay Samuel, Houda Aynaou, Arijit Ghosh Chowdhury, Karthik Venkat Ramanan, Aman Chadha

CoRR, 2023

CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling.

Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das

CoRR, 2023

RESTORE: Graph Embedding Assessment Through Reconstruction.

Hong Yung Yip, Chidaksh Ravuru, Neelabha Banerjee, Shashwat Jha, Amit P. Sheth, Aman Chadha, Amitava Das

CoRR, 2023

Artificial Intelligence in Career Counseling: A Test Case with ResumAI.

Muhammad Rahman, Sachi Figliolini, Joyce Kim, Eivy Cedeno, Charles Kleier, Chirag Shah, Aman Chadha

CoRR, 2023

Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi.

Maithili Sabane, Onkar Litake, Aman Chadha

CoRR, 2023

Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers.

Dominick Reilly, Aman Chadha, Srijan Das

CoRR, 2023

FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering.

Megha Chakraborty, Khushbu Pahwa, Anku Rani, Adarsh Mahor, Aditya Pakala, Arghya Sarkar, Harshit Dave, Ishan Paul, Janvita Reddy, Preethi Gurumurthy, Ritvik G, Samahriti Mukherjee, Shreyas Chatterjee, Kinjal Sensharma, Dwip Dalal, Suryavardan S, Shreyash Mishra, Parth Patwa, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2023

IMAGINATOR: Pre-Trained Image+Text Joint Embeddings using Word-Level Grounding of Images.

Varuna Krishna, S. Suryavardan, Shreyash Mishra, Sathyanarayanan Ramamoorthy, Parth Patwa, Megha Chakraborty, Aman Chadha, Amitava Das, Amit P. Sheth

CoRR, 2023

Few-shot Multimodal Multitask Multilingual Learning.

Aman Chadha, Vinija Jain

CoRR, 2023

Facial Emotion Recognition.

Arpita Vats, Aman Chadha

CoRR, 2023

PEACE: Cross-Platform Hate Speech Detection - A Causality-Guided Framework.

Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Using Process Enhancement to Predict Organizational Citizenship Behavior via the Role of Sustainable Training Practices.

Akriti Gupta, Aman Chadha, Mayank Kumar, Vijaishri Tewari, Ranjana Vyas

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

I See What You Hear: A Vision-Inspired Method to Localize Words.

Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Aman Chadha, Ashish Srivastava, Minsik Cho, Oncel Tuzel, Devang Naik

Proceedings of the IEEE International Conference on Acoustics, 2023

Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems.

Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations.

Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI).

Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Shreya Gautam, Tanay Kumar, Krish Sharma, Niyar R. Barman, Chandan Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering.

Megha Chakraborty, Khushbu Pahwa, Anku Rani, Shreyas Chatterjee, Dwip Dalal, Harshit Dave, Ritvik G, Preethi Gurumurthy, Adarsh Mahor, Samahriti Mukherjee, Aditya Pakala, Ishan Paul, Janvita Reddy, Arghya Sarkar, Kinjal Sensharma, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Factify 2: A multimodal fake news and satire news dataset.

S. Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

Findings of factify 2: multimodal fake news detection.

S. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

Memotion 3: Dataset on sentiment and emotion analysis of codemixed Hindi-English Memes.

Shreyash Mishra, S. Suryavardan, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes.

Shreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models.

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit P. Sheth, Amitava Das

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering.

Anku Rani, S. M. Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

I see what you hear: a vision-inspired method to localize words.

Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Minsik Cho, Aman Chadha, Ashish Shrivastava, Oncel Tuzel, Devang Naik

CoRR, 2022

2021

iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability.

Aman Chadha, Vinija Jain

CoRR, 2021

2020

iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks.

Aman Chadha, John Britto, M. Mani Roja

Comput. Vis. Media, 2020

iPerceive: Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering.

Aman Chadha, Gurneet Arora, Navpreet Kaloty

CoRR, 2020

2017

Cloud computing in optimizing supply chain management of automotive component industry.

Artus Krohn-Grimberghe, Akriti Gupta, Aman Chadha, Ranjana Vyas

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

2015

Dual-Layer Video Encryption using RSA Algorithm.

Aman Chadha, Sushmit Mallik, Ankit R. Chadha, Ravdeep Johar, M. Mani Roja

CoRR, 2015

2014

ARC Sort: Enhanced and Time Efficient Sorting Algorithm.

Ankit R. Chadha, Rishikesh Misal, Tanaya Mokashi, Aman Chadha

CoRR, 2014

2013

Multi-personality partitioning for heterogeneous systems.

Anthony E. Gregerson, Aman Chadha, Katherine Morrow

Proceedings of the 2013 International Conference on Field-Programmable Technology, 2013

2012

Comparative Study and Optimization of Feature-Extraction Techniques for Content based Image Retrieval

Aman Chadha, Sushmit Mallik, Ravdeep Johar

CoRR, 2012

Analysis of a Modern Voice Morphing Approach using Gaussian Mixture Models for Laryngectomees

Aman Chadha, Bharatraaj Savardekar, Jay Padhya

CoRR, 2012

2011

Face Recognition Using Discrete Cosine Transform for Global and Local Features

Aman Chadha, Pallavi P. Vaidya, M. Mani Roja

CoRR, 2011

A robust, low-cost approach to Face Detection and Face Recognition

Divya Jyoti, Aman Chadha, Pallavi P. Vaidya, M. Mani Roja

CoRR, 2011

Design and Simulation of an 8-bit

Aman Chadha, Divya Jyoti, M. G. Bhatia

CoRR, 2011

Text-Independent Speaker Recognition for Low SNR Environments with Encryption

Aman Chadha, Divya Jyoti, M. Mani Roja

CoRR, 2011

Audio Watermarking with Error Correction

Aman Chadha, Sandeep Gangundi, Rishabh Goel, Hiren Dave, M. Mani Roja

CoRR, 2011

Rotation, Scaling and Translation Analysis of Biometric Signature Templates

Aman Chadha, Divya Jyoti, M. Mani Roja

CoRR, 2011