Aspect-Based Financial Sentiment Analysis using Deep Learning. - Hitkul Jangid; Shivangi Singhal; Rajiv Ratn Shah; Roger Zimmermann (WWW (Companion Volume), 2018)

SpotFake: A Multi-modal Framework for Fake News Detection. - Shivangi Singhal; Rajiv Ratn Shah; Tanmoy Chakraborty 002; Ponnurangam Kumaraguru; Shin'ichi Satoh 001 (BigMM, 2019)

SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract). - Shivangi Singhal; Anubha Kabra; Mohit Sharma 004; Rajiv Ratn Shah; Tanmoy Chakraborty 002; Ponnurangam Kumaraguru (AAAI, 2020)

Inter-modality Discordance for Multimodal Fake News Detection. - Shivangi Singhal; Mudit Dhawan; Rajiv Ratn Shah; Ponnurangam Kumaraguru (MMAsia, 2021)

Factorization of Fact-Checks for Low Resource Indian Languages. - Shivangi Singhal; Rajiv Ratn Shah; Ponnurangam Kumaraguru (CoRR, 2021)

FactDrill: A Data Repository of Fact-Checked Social Media Content to Study Fake News Incidents in India. - Shivangi Singhal; Rajiv Ratn Shah; Ponnurangam Kumaraguru (ICWSM, 2022)

Leveraging Intra and Inter Modality Relationship for Multimodal Fake News Detection. - Shivangi Singhal; Tanisha Pandey; Saksham Mrig; Rajiv Ratn Shah; Ponnurangam Kumaraguru (WWW (Companion Volume), 2022)

Fake news in India: scale, diversity, solution, and opportunities. - Shivangi Singhal; Rishabh Kaushal; Rajiv Ratn Shah; Ponnurangam Kumaraguru (Commun. ACM, 2022)