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Aman Chadha

  1. A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
    2024/01/02 by S. M Towhidul Islam Tonmoy, Tonmoy, S. M Towhidul Islam, S M Mehedi Zaman +11 · 4 voices · 67 citations
    Computer Science · Medicine · #Big Data and Digital Economy #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #cs.CL
  2. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
    2024/02/05 by Pranab Sahoo, Sahoo, Pranab, Ayush Singh +9 · 185 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  3. A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
    2024/05/15 by Pranab Sahoo, Sahoo, Pranab, Prabhash Meharia +9 · 40 citations
    Computer Science · Neuroscience · Psychology · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mental Health Research Topics #Sound (cs.SD) #electronic engineering #information engineering
  4. Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions
    2024/02/20 by Akash Ghosh, A. Seetharama Acharya, Ghosh, Akash +7 · 23 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  5. Energy-Based Transformers are Scalable Learners and Thinkers
    2025/07/02 by Alexi Gladstone, Gladstone, Alexi, Ganesh Nanduru +17 · 5 voices · 9 citations
    #cs.LG #cs.AI #cs.CL #cs.CV
  6. How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions
    2024/06/21 by Julia Kharchenko, Kharchenko, Julia, Tanya Roosta +5 · 18 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cooperative Studies and Economics #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  7. Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
    2023/10/08 by Yixin Wan, Jieyu Zhao, Wan, Yixin +7 · 13 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Persona Design and Applications
  8. Cause and Effect: Can Large Language Models Truly Understand Causality?
    2024/02/28 by Swagata Ashwani, Ashwani, Swagata, Kshiteesh Hegde +15 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models
    2024/03/03 by Arijit Chowdhury, Chowdhury, Arijit Ghosh, Md Mofijul Islam +9 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
  10. Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
    2024/04/21 by Charith Chandra Sai Balne, Sreyoshi Bhaduri, Balne, Charith Chandra Sai +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  11. The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey
    2024/01/15 by Saurav Pawar, Pawar, Saurav, S. M Towhidul Islam Tonmoy +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  12. Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
    2024/09/14 by Neelabh Sinha, Vinija Jain, Sinha, Neelabh +3 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications
  13. LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop
    2024/02/14 by Maryam Amirizaniani, Amirizaniani, Maryam, Jihan Yao +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
  14. MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries
    2024/01/03 by Akash Ghosh, A. Seetharama Acharya, Ghosh, Akash +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review
    2024/02/11 by Arpita Vats, Vinija Jain, Vats, Arpita +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  16. FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering
    2023/05/22 by Megha Chakraborty, Chakraborty, Megha, Anku Rani +32 · 4 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Topic Modeling #Viral Infections and Outbreaks Research
  17. PHAnToM: Persona-based Prompting Has An Effect on Theory-of-Mind Reasoning in Large Language Models
    2024/03/04 by Fiona Anting Tan, Tan, Fiona Anting, Gerard Yeo +15 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  18. ANALOGICAL -- A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models
    2023/05/08 by Thilini Wijesiriwardene, Wijesiriwardene, Thilini, Ruwan Wickramarachchi +15 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling
  19. AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach
    2024/02/14 by Maryam Amirizaniani, Amirizaniani, Maryam, Martin, Elias +6 · 4 citations
    Computer Science · #Natural Language Processing Techniques
  20. ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
    2024/03/12 by Preetam Prabhu Srikar Dammu, Himanshu Naidu, Dammu, Preetam Prabhu Srikar +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  21. A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization
    2024/03/02 by Tharindu Kumarage, Kumarage, Tharindu, Garima Agrawal +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
  22. Causality Guided Disentanglement for Cross-Platform Hate Speech Detection
    2023/08/03 by Paras Sheth, Tharindu Kumarage, Sheth, Paras +7 · 3 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  23. A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models
    2024/05/15 by Mahsa Khoshnoodi, Khoshnoodi, Mahsa, Vinija Jain +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
  24. Potential and Perils of Large Language Models as Judges of Unstructured Textual Data
    2025/01/14 by Rewina Bedemariam, Bedemariam, Rewina, Sreyoshi Bhaduri +16 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation
    2024/02/07 by Shivang Chopra, Chopra, Shivang, Suraj Kothawade +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering
    2023/05/07 by Anku Rani, S. M Towhidul Islam Tonmoy, Rani, Anku +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  27. Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
    2024/03/25 by Sanyam Lakhanpal, Shivang Chopra, Lakhanpal, Sanyam +7 · 3 citations
    Computer Science · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
  28. How Culturally Aware are Vision-Language Models?
    2024/05/24 by Olena Burda-Lassen, Aman Chadha, Burda-Lassen, Olena +4 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Natural Language Processing Techniques
  29. IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding
    2025/01/27 by Sankalp KJ, Ashutosh Kumar, KJ, Sankalp +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles
    2024/06/18 by Devichand Budagam, Budagam, Devichand, Ashutosh Kumar +8 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Topic Modeling
  31. Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
    2023/09/03 by Arijit Chowdhury, Aman Chadha, Chowdhury, Arijit Ghosh +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks
    2024/08/19 by Niyar R Barman, Barman, Niyar R, Sharma, Krish +16 · 4 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  33. Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes
    2023/03/17 by Shreyash Mishra, S Suryavardan, Mishra, Shreyash +21 · 2 citations
    Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Misinformation and Its Impacts
  34. Investigating Annotator Bias in Large Language Models for Hate Speech Detection
    2024/06/17 by Amit Das, Das, Amit, Zheng Zhang +22 · 2 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  35. Counter Turing Test CT2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index
    2023/10/08 by Megha Chakraborty, S. M Towhidul Islam Tonmoy, Chakraborty, Megha +20 · 2 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  36. Unboxing Occupational Bias: Grounded Debiasing of LLMs with U.S. Labor Data
    2024/08/20 by Atmika Gorti, Manas Gaur, Gorti, Atmika +3 · 2 citations
    Health Professions · #Occupational Health and Safety Research
  37. Just as Humans Need Vaccines, So Do Models: Model Immunization to Combat Falsehoods
    2025/05/23 by Shaina Raza, Rizwan Qureshi, Raza, Shaina +10 · 2 voices · 2 citations
    #cs.CL
  38. Decoding the Diversity: A Review of the Indic AI Research Landscape
    2024/06/13 by Sankalp KJ, KJ, Sankalp, Vinija Jain +7 · 2 citations
    Social Sciences · #Ethics and Social Impacts of AI
  39. LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs
    2024/12/22 by Rushendra Sidibomma, Pransh Patwa, Sidibomma, Rushendra +9 · 2 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  40. DM-Codec: Distilling Multimodal Representations for Speech Tokenization
    2024/10/19 by Md Mubtasim Ahasan, Ahasan, Md Mubtasim, Md Fahim +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  41. Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring
    2023/10/14 by Ankitha Sudarshan, Sudarshan, Ankitha, Vinay Samuel +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  42. ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
    2024/11/16 by Vipula Rawte, Rawte, Vipula, Sarthak Jain +19 · 2 citations
    Psychology · Arts and Humanities · #Mental Health Research Topics #Mental Health and Psychiatry #Psychedelics and Drug Studies
  43. The Visual Counter Turing Test (VCT2): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (VAI)
    2024/11/24 by Nasrin Imanpour, Imanpour, Nasrin, Shashwat Bajpai +25 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #FOS: Computer and information sciences #Face recognition and analysis
  44. Findings of Factify 2: Multimodal Fake News Detection
    2023/07/19 by S Suryavardan, Shreyash Mishra, Suryavardan, S +21 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Spam and Phishing Detection
  45. From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
    2024/02/18 by Aishik Rakshit, Rakshit, Aishik, Smriti Singh +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  46. Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models
    2024/02/16 by Smriti Singh, Shuvam Keshari, Singh, Smriti +5 · 1 citation
    Social Sciences · #Computational and Text Analysis Methods
  47. PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework
    2023/06/15 by Paras Sheth, Tharindu Kumarage, Sheth, Paras +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
  48. Multilingual State Space Models for Structured Question Answering in Indic Languages
    2025/02/01 by Arpita Vats, Vats, Arpita, Rahul Raja +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  49. Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement
    2024/04/17 by Paras Sheth, Sheth, Paras, Tharindu Kumarage +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
  50. Density Adaptive Attention is All You Need: Robust Parameter-Efficient Fine-Tuning Across Multiple Modalities
    2024/01/20 by Γεώργιος Ιωαννίδης, Ioannides, Georgios, Aman Chadha +3 · 1 citation
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Sentiment Analysis and Opinion Mining
  51. FactorJEPA: Factorizing Monolithic Futures into Layout-Agent-Interaction Channels for Crowded and Chaotic Global South Urban Worlds
    2026/08/02 by Kapil Wanaskar, Gaytri Jena, Aman Chadha +3
    Computer Science · #cs.AI #cs.CV #cs.LG
  52. Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms
    2026/07/23 by Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan +7
    #cs.CL #cs.AI #cs.CV