Designing Multi-Step Action Models for Enterprise AI Adoption

no code implementations • 21 Feb 2024 • Shreyash Mishra, Shrey Shah, Rex Pereira

This paper introduces the Multi-Step Action Model (MSAM), a closed-source AI model designed by Empsing to address challenges hindering AI adoption in enterprises.

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

no code implementations • 12 Sep 2023 • Shreyash Mishra, S Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

In this paper, we present the overview of the Memotion 3 shared task, as part of the DeFactify 2 workshop at AAAI-23.

Emotion Recognition Misinformation

Findings of Factify 2: Multimodal Fake News Detection

no code implementations • 19 Jul 2023 • S Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

With social media usage growing exponentially in the past few years, fake news has also become extremely prevalent.

Fact Verification Fake News Detection

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

no code implementations • 12 May 2023 • Varuna Krishna, S Suryavardan, Shreyash Mishra, Sathyanarayanan Ramamoorthy, Parth Patwa, Megha Chakraborty, Aman Chadha, Amitava Das, Amit Sheth

We also evaluate pre-trained IMAGINATOR JEs on three downstream tasks: (i) image captioning, (ii) Image2Tweet, and (iii) text-based image retrieval.

Hyperparameter Optimization Image Captioning +3

Factify 2: A Multimodal Fake News and Satire News Dataset

1 code implementation • 8 Apr 2023 • S Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

In this paper, we provide a multi-modal fact-checking dataset called FACTIFY 2, improving Factify 1 by using new data sources and adding satire articles.

Claim Verification Fact Checking +1

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

1 code implementation • 17 Mar 2023 • Shreyash Mishra, S Suryavardan, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

Memes are the new-age conveyance mechanism for humor on social media sites.

Emotion Recognition