Aman Chadha
37 papers · 2023–2026 · 9 venues · across top CS/AI venues
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large language model
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question answering
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multimodal learning
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vision-language model
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text classification
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hallucination detection
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knowledge graph
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large multimodal model
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text-to-image generation
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multilingual nlp
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image generation
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language model
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Papers
Can Large Language Models Infer Causal Relationships from Real-World Text?
ACL 2026
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
ACL 2026
PECCVAI: Overcoming the Brittleness of AI Image Watermarking Under Visual Paraphrasing Attacks
CVPR 2026
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
EMNLP 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages
CVPR 2025
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?
NAACL 2025
DM-Codec: Distilling Multimodal Representations for Speech Tokenization
EMNLP 2025
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
FACTOID: FACtual enTailment fOr hallucInation Detection
NAACL 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
COLING 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
COLING 2025
KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting
COLING 2025
LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs
COLING 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages
NAACL 2025
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
WACV 2025
SEPSIS: I Can Catch Your Lies – A New Paradigm for Deception Detection
ACL 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
COLING 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI)
IJCNLP 2025
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
NAACL 2025
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment
ACL 2025
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
EMNLP 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges
ACL 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
EMNLP 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare
AAAI 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
ACL 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs
EMNLP 2024
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
EACL 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention
ACL 2024
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
EACL 2024
Tutorial Proposal: Hallucination in Large Language Models
COLING 2024
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models
ACL 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
EMNLP 2023
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling
EMNLP 2023
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI)
EMNLP 2023
FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering
EMNLP 2023
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering
ACL 2023
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations
EMNLP 2023