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2020 – today
- 2024
[c3]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth
, Amitava Das:
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models. EACL (Findings) 2024: 451-457- [c2]Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha:
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models. EMNLP (Findings) 2024: 11709-11724 - [i28]S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das:
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models. CoRR abs/2401.01313 (2024) - [i27]Saurav Pawar, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Aman Chadha, Amitava Das:
The What, Why, and How of Context Length Extension Techniques in Large Language Models - A Detailed Survey. CoRR abs/2401.07872 (2024) - [i26]Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha:
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications. CoRR abs/2402.07927 (2024) - [i25]Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha:
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings. CoRR abs/2402.11512 (2024) - [i24]Swagata Ashwani, Kshiteesh Hegde, Nishith Reddy Mannuru, Mayank Jindal, Dushyant Singh Sengar, Krishna Chaitanya Rao Kathala, Dishant Banga, Vinija Jain, Aman Chadha:
Cause and Effect: Can Large Language Models Truly Understand Causality? CoRR abs/2402.18139 (2024) - [i23]Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha:
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review. CoRR abs/2402.18590 (2024) - [i22]Fiona Anting Tan, Gerard Christopher Yeo, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Kokil Jaidka, Yang Liu, See-Kiong Ng:
PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models. CoRR abs/2403.02246 (2024) - [i21]Arijit Ghosh Chowdhury, Md Mofijul Islam, Vaibhav Kumar, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha:
Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models. CoRR abs/2403.04786 (2024) - [i20]Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha:
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models. CoRR abs/2403.14633 (2024) - [i19]Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo:
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation. CoRR abs/2403.16422 (2024) - [i18]Akash Ghosh, Arkadeep Acharya, Sriparna Saha, Vinija Jain, Aman Chadha:
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions. CoRR abs/2404.07214 (2024) - [i17]Charith Chandra Sai Balne, Sreyoshi Bhaduri, Tamoghna Roy, Vinija Jain, Aman Chadha:
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications. CoRR abs/2404.13506 (2024) - [i16]Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha:
Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Survey. CoRR abs/2405.09589 (2024) - [i15]Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha:
A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models. CoRR abs/2405.13019 (2024) - [i14]Olena Burda-Lassen, Aman Chadha, Shashank Goswami, Vinija Jain:
How Culturally Aware are Vision-Language Models? CoRR abs/2405.17475 (2024) - [i13]Sankalp KJ, Vinija Jain, Sreyoshi Bhaduri, Tamoghna Roy, Aman Chadha:
Decoding the Diversity: A Review of the Indic AI Research Landscape. CoRR abs/2406.09559 (2024) - [i12]Amit Das, Zheng Zhang, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals:
Investigating Annotator Bias in Large Language Models for Hate Speech Detection. CoRR abs/2406.11109 (2024) - [i11]Neelabh Sinha, Vinija Jain, Aman Chadha:
Evaluating Open Language Models Across Task Types, Application Domains, and Reasoning Types: An In-Depth Experimental Analysis. CoRR abs/2406.11402 (2024) - [i10]Devichand Budagam, Sankalp KJ, Ashutosh Kumar, Vinija Jain, Aman Chadha:
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models. CoRR abs/2406.12644 (2024) - [i9]Niyar R. Barman, Krish Sharma, Ashhar Aziz, Shashwat Bajpai, Shwetangshu Biswas, Vasu Sharma, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks. CoRR abs/2408.10446 (2024) - [i8]Neelabh Sinha, Vinija Jain, Aman Chadha:
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types. CoRR abs/2409.09269 (2024) - [i7]Suryavardan S, Anku Rani, Parth Patwa, Aishwarya N. Reganti, Vinija Jain, Aman Chadha, Amitava Das, Amit P. Sheth, Asif Ekbal:
Overview of Factify5WQA: Fact Verification through 5W Question-Answering. CoRR abs/2410.04236 (2024) - 2023
- [c1]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:
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI). EMNLP 2023: 2206-2239 - [i6]Aman Chadha, Vinija Jain:
Few-shot Multimodal Multitask Multilingual Learning. CoRR abs/2303.12489 (2023) - [i5]Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das:
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling. CoRR abs/2309.05270 (2023) - [i4]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:
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index. CoRR abs/2310.05030 (2023) - [i3]Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection. CoRR abs/2312.00292 (2023) - [i2]Ibtihel Amara, Vinija Jain, Aman Chadha:
Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models. CoRR abs/2312.07028 (2023) - 2021
- [i1]Aman Chadha, Vinija Jain:
iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability. CoRR abs/2107.10300 (2021)
Coauthor Index
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