Binny Mathew

According to our database, Binny Mathew authored at least 34 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks.

Somnath Banerjee, Maulindu Sarkar, Punyajoy Saha, Binny Mathew, Animesh Mukherjee

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech.

Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

On the rise of fear speech in online social media.

Punyajoy Saha, Kiran Garimella, Narla Komal Kalyan, Saurabh Kumar Pandey, Pauras Mangesh Meher, Binny Mathew, Animesh Mukherjee

CoRR, 2023

HateProof: Are Hateful Meme Detection Systems really Robust?

Piush Aggarwal, Pranit Chawla, Mithun Das, Punyajoy Saha, Binny Mathew, Torsten Zesch, Animesh Mukherjee

Proceedings of the ACM Web Conference 2023, 2023

Hate Speech: Detection, Mitigation and Beyond.

Punyajoy Saha, Mithun Das, Binny Mathew, Animesh Mukherjee

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

HateMM: A Multi-Modal Dataset for Hate Video Classification.

Mithun Das, Rohit Raj, Punyajoy Saha, Binny Mathew, Manish Gupta, Animesh Mukherjee

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Rationale-Guided Few-Shot Classification to Detect Abusive Language.

Punyajoy Saha, Divyanshu Sheth, Kushal Kedia, Binny Mathew, Animesh Mukherjee

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Mining the online infosphere: A survey.

Sayantan Adak, Souvic Chakraborty, Paramita Das, Mithun Das, Abhisek Dash, Rima Hazra, Binny Mathew, Punyajoy Saha, Soumya Sarkar, Animesh Mukherjee

WIREs Data Mining Knowl. Discov., 2022

Platform Governance: Past, Present and Future.

Mithun Das, Abhisek Dash, Siddharth D. Jaiswal, Binny Mathew, Punyajoy Saha, Animesh Mukherjee

GetMobile Mob. Comput. Commun., 2022

RAFT: Rationale adaptor for few-shot abusive language detection.

Punyajoy Saha, Divyanshu Sheth, Kushal Kedia, Binny Mathew, Animesh Mukherjee

CoRR, 2022

Multilingual Abusive Comment Detection at Scale for Indic Languages.

Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HateCheckHIn: Evaluating Hindi Hate Speech Detection Models.

Mithun Das, Punyajoy Saha, Binny Mathew, Animesh Mukherjee

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech.

Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

"Short is the Road that Leads from Fear to Hate": Fear Speech in Indian WhatsApp Groups.

Punyajoy Saha, Binny Mathew, Kiran Garimella, Animesh Mukherjee

Proceedings of the WWW '21: The Web Conference 2021, 2021

You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights.

Mithun Das, Punyajoy Saha, Ritam Dutt, Pawan Goyal, Animesh Mukherjee, Binny Mathew

Proceedings of the HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021, 2021

Using Knowledge Graphs to improve Hate Speech Detection.

Poojitha Maheshappa, Binny Mathew, Punyajoy Saha

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection.

Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Hate speech in online social media.

Mithun Das, Binny Mathew, Punyajoy Saha, Pawan Goyal, Animesh Mukherjee

SIGWEB Newsl., 2020

Hate begets Hate: A Temporal Study of Hate Speech.

Binny Mathew, Anurag Illendula, Punyajoy Saha, Soumya Sarkar, Pawan Goyal, Animesh Mukherjee

Proc. ACM Hum. Comput. Interact., 2020

Deep Learning Models for Multilingual Hate Speech Detection.

Sai Saketh Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee

CoRR, 2020

The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings.

Binny Mathew, Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Deep Dive into Multilingual Hate Speech Classification.

Sai Saketh Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Competing Topic Naming Conventions in Quora: Predicting Appropriate Topic Merges and Winning Topics from Millions of Topic Pairs.

Binny Mathew, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Interaction dynamics between hate and counter users on Twitter.

Binny Mathew, Navish Kumar, Pawan Goyal, Animesh Mukherjee

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

Temporal effects of Unmoderated Hate speech in Gab.

Binny Mathew, Anurag Illendula, Punyajoy Saha, Soumya Sarkar, Pawan Goyal, Animesh Mukherjee

CoRR, 2019

Spread of Hate Speech in Online Social Media.

Binny Mathew, Ritam Dutt, Pawan Goyal, Animesh Mukherjee

Proceedings of the 11th ACM Conference on Web Science, 2019

Deep Dive into Anonymity: Large Scale Analysis of Quora Questions.

Binny Mathew, Ritam Dutt, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

Proceedings of the Social Informatics - 11th International Conference, 2019

Thou Shalt Not Hate: Countering Online Hate Speech.

Binny Mathew, Punyajoy Saha, Hardik Tharad, Subham Rajgaria, Prajwal Singhania, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

HateMonitors: Language Agnostic Abuse Detection in Social Media.

Punyajoy Saha, Binny Mathew, Pawan Goyal, Animesh Mukherjee

Proceedings of the Working Notes of FIRE 2019, 2019

2018

Hateminers : Detecting Hate speech against Women.

Punyajoy Saha, Binny Mathew, Pawan Goyal, Animesh Mukherjee

CoRR, 2018

Analyzing the hate and counter speech accounts on Twitter.

Binny Mathew, Navish Kumar, Ravina, Pawan Goyal, Animesh Mukherjee

CoRR, 2018

Thou shalt not hate: Countering Online Hate Speech.

Binny Mathew, Hardik Tharad, Subham Rajgaria, Prajwal Singhania, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

CoRR, 2018

2017

Adapting predominant and novel sense discovery algorithms for identifying corpus-specific sense differences.

Binny Mathew, Suman Kalyan Maity, Pratip Sarkar, Animesh Mukherjee, Pawan Goyal

Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based Methods for Natural Language Processing, 2017

2016

Mining Twitter Conversations around E-commerce Promotional Events.

Binny Mathew, Unnikrishnan T. A, Tanmoy Chakraborty, Niloy Ganguly, Samik Datta

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016