most citedFindings of Factify 2: Multimodal Fake News Detection

6 citations · 18 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CL2026

CANDI: Contextual Alignment for Niche Domains Question Answering

Megha Chakraborty, Darssan L. Eswaramoorthi, Het Riteshkumar Shah +5

The deployment of large language models (LLMs) in specialized domains like medical diagnostics and financial advisory necessitates evaluating capabilities beyond general knowledge.…

cs.AI2026

PAL: Personal Adaptive Learner

Megha Chakraborty, Darssan L. Eswaramoorthi, Madhur Thareja +5

AI-driven education platforms have made some progress in personalisation, yet most remain constrained to static adaptation--predefined quizzes, uniform pacing, or generic feedback-…

cs.CL2023

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 +9

With the rise of prolific ChatGPT, the risk and consequences of AI-generated text has increased alarmingly. To address the inevitable question of ownership attribution for AI-gener…

cs.CL2023★ 3 cited

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

Shreyash Mishra, S Suryavardan, Megha Chakraborty +9

Analyzing memes on the internet has emerged as a crucial endeavor due to the impact this multi-modal form of content wields in shaping online discourse. Memes have become a powerfu…

cs.CL2023★ 6 cited

Findings of Factify 2: Multimodal Fake News Detection

S Suryavardan, Shreyash Mishra, Megha Chakraborty +9

With social media usage growing exponentially in the past few years, fake news has also become extremely prevalent. The detrimental impact of fake news emphasizes the need for rese…

cs.CL2023★ 1 cited

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

Megha Chakraborty, Khushbu Pahwa, Anku Rani +15

Combating disinformation is one of the burning societal crises -- about 67% of the American population believes that disinformation produces a lot of uncertainty, and 10% of them k…

cs.CL2023

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

Anku Rani, S. M Towhidul Islam Tonmoy, Dwip Dalal +5

Automatic fact verification has received significant attention recently. Contemporary automatic fact-checking systems focus on estimating truthfulness using numerical scores which…

cs.CL2023

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

Varuna Krishna, S Suryavardan, Shreyash Mishra +6

Word embeddings, i.e., semantically meaningful vector representation of words, are largely influenced by the distributional hypothesis "You shall know a word by the company it keep…

cs.CL2023★ 3 cited

Factify 2: A Multimodal Fake News and Satire News Dataset

S Suryavardan, Shreyash Mishra, Parth Patwa +9

The internet gives the world an open platform to express their views and share their stories. While this is very valuable, it makes fake news one of our society's most pressing pro…

cs.CL2023★ 5 cited

Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes

Shreyash Mishra, S Suryavardan, Parth Patwa +9

Memes are the new-age conveyance mechanism for humor on social media sites. Memes often include an image and some text. Memes can be used to promote disinformation or hatred, thus…