DE-FACTIFY 2022
DE-FACTIFY: Multi-Modal Fake News and Hate-Speech Detection 2022

Table of Contents

• Summary: There were 22 papers submitted for peer-review to this workshop. Out of these, 21 papers were accepted for this volume, 12 as regular papers and 9 as short papers.

Session 1

• Matching Tweets with Applicable Fact-Checks Across Languages
  Ashkan Kazemi , Zehua Li , Veronica Perez-Rosas , Scott Hale , Rada Mihalcea
• Can a Pretrained Language Model Make Sense with Pretrained Neural Extractors? An Application to Multimodal Classification (short paper)
  Bhagyashree Gaikwad , Bhargav Kurma , Manasi Patwardhan , Shirish Karande , Niranjan Pedanekar
• LAHM : Large Annotated Dataset for Multilingual & Multi-Domain Hate Speech Identification
  Ankit Yadav , Shubham Chandel , Sushant Chatufale , Anil Bandhakavi
• Memotion 2: Dataset on Sentiment and Emotion Analysis of Memes (short paper)
  Sathyanarayanan Ramamoorthy , Nethra Gunti , Shreyash Mishra , Suryavardan S , Aishwarya Reganti , Parth Patwa , Amitava Das , Tanmoy Chakraborty , Amit Sheth , Asif Ekbal , Chaitanya Ahuja
• Findings of Memotion 2: Sentiment and Emotion Analysis of Memes (short paper)
  Parth Patwa , Sathyanarayanan Ramamoorthy , Nethra Gunti , Shreyash Mishra , Suryavardan S , Aishwarya Reganti , Amitava Das , Tanmoy Chakraborty , Amit Sheth , Asif Ekbal , Chaitanya Ahuja ,
• HCILab at Memotion 2.0 2022: Analysis of Sentiment, Emotion and Intensity of Emotion Classes from Meme Images using Single and Multi Modalities (short paper)
  Thanh Tin Nguyen , Nhat Truong Pham , Ngoc Duy Nguyen , Hai Nguyen , Long H. Nguyen , Yong-Guk Kim
• BROWALLIA at Memotion 2.0 2022 : Multimodal Memotion Analysis with Modified OGB Strategies (short paper)
  Baishan Duan , Yuesheng Zhu
• Yet at Memotion 2.0 2022 : Hate Speech Detection Combining BiLSTM and Fully Connected Layers (short paper)
  Yan Zhuang , Yanru Zhang
• Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper)
  Kim Ngan Phan , Guee-Sang Lee , Hyung-Jeong Yang , Soo-Hyung Kim
• BLUE at Memotion 2.0 2022: You have my Image, my Text and my Transformer
  Ana-Maria Bucur , Adrian Cosma , Ioan-Bogdan Iordache
• Amazon PARS at Memotion 2.0 2022: Multi-modal Multi-task Learning for Memotion 2.0 Challenge (short paper)
  Gwang Gook Lee , Mingwei Shen

Session 2

• FACTIFY: A Multi-Modal Fact Verification Dataset
  Shreyash Mishra , Suryavardan S , Amrit Bhaskar , Parul Chopra , Aishwarya Reganti , Parth Patwa , Amitava Das , Tanmoy Chakraborty , Amit Sheth , Asif Ekbal
• Benchmarking Multi-Modal Entailment for Fact Verification (short paper)
  Parth Patwa , Shreyash Mishra , Suryavardan S , Amrit Bhaskar , Parul Chopra , Aishwarya Reganti , Amitava Das , Tanmoy Chakraborty , Amit Sheth , Asif Ekbal , Chaitanya Ahuja
• Tyche at Factify 2022: Fusion Networks for Multi-Modal Fact-Checking (short paper)
  Ankesh Raj , Nainesh Hulke , Ali Asgar Saifee , Bharath Raj Siv
• Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification (short paper)
  Wei-Yao Wang , Wen-Chih Peng
• Logically at Factify 2022: Multimodal Fact Verfication
  Jie Gao , Hella-Franziska Hoffmann , Stylianos Oikonomou , David Kiskovski , Anil Bandhakavi
• Greeny at Factify 2022: Ensemble Model with Optimized RoBERTa for Multi-Modal Fact Verification (short paper)
  Wei Bai
• Yet at Factify 2022 : Unimodal and Bimodal RoBERTa-based models for Fact Checking (short paper)
  Yan Zhuang , Yanru Zhang
• Truthformers at Factify 2022 : Evidence aware Transformer based Model for Multimodal Fact Checking (short paper)
  Chaitanya B S N V , Prathyush Potluri , Rutvik Vijjali
• UofA-Truth at Factify 2022 : A Simple Approach to Multi-Modal Fact-Checking
  Abhishek Dhankar , Osmar Zaiane , Francois Bolduc
• GPTs at Factify 2022: Prompt Aided Fact-Verification (short paper)
  Saksham Aggarwal , Pawan Sahu , Taneesh Gupta , Gyanendra Das