Publications

System-mediated attention publication preview

System-Mediated Attention Imbalances Make Vision-Language Models Say Yes

Tsan Tsai Chan, Varsha Suresh, Anisha Saha, Michael Hahn, Vera Demberg

ACL '26 Findings

MUStReason publication preview

MUStReason: A Benchmark for Diagnosing Pragmatic Reasoning in Video-LMs for Multimodal Sarcasm Detection

Anisha Saha, Varsha Suresh, Timothy Hospedales, Vera Demberg

LREC '26

Clinical conversation summarization publication preview

Experience and Evidence are the Eyes of an Excellent Summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization

Abhisek Tiwari, Anisha Saha, Sriparna Saha, Pushpak Bhattacharyya, Minakshi Dhar

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management

Preprints

MuPHI preprint preview

MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization

Anisha Saha, Varsha Suresh, Teodora Kamova, Sophia Wiedmann, Timothy Hospedales, Vera Demberg

Medical dialogue summarization preprint preview

Two Eyes, Two Views, and Finally, One Summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization

Anisha Saha, Abhisek Tiwari, Sai Ruthvik, Sriparna Saha

Forecast summarization preprint preview

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction

Anisha Saha, Adam Jatowt

Articles

Distributed representations article preview

Guide To Distributed Representations in ML

Anisha Saha, Chandrashish Prasad, Venkatesh Vinayakarao

Analytics India Magazine, 2021