Aman Chadha
37 papers · 2023–2026 · 10 conferences · across top CS/AI conferences
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large language model
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multimodal learning
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question answering
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image generation
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text classification
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generative model
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hallucination detection
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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
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
NAACL 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages
NAACL 2025
SEPSIS: I Can Catch Your Lies – A New Paradigm for Deception Detection
ACL 2025
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment
ACL 2025
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
EMNLP 2025
DM-Codec: Distilling Multimodal Representations for Speech Tokenization
EMNLP 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI)
IJCNLP 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI)
AACL 2025
KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting
COLING 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
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
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
COLING 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
COLING 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages
CVPR 2025
FACTOID: FACtual enTailment fOr hallucInation Detection
NAACL 2025
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
WACV 2025
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?
NAACL 2025
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
EACL 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention
ACL 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges
ACL 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
ACL 2024
Tutorial Proposal: Hallucination in Large Language Models
COLING 2024
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
EACL 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare
AAAI 2024
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
EMNLP 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
EMNLP 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs
EMNLP 2024
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling
EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
EMNLP 2023
FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering
EMNLP 2023
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations
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
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models
ACL 2023
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering
ACL 2023