Knowledge-Aware Neural Networks for Medical Forum Question Classification. - Soumyadeep Roy; Sudip Chakraborty; Aishik Mandal; Gunjan Balde; Prakhar Sharma; Anandhavelu Natarajan; Megha Khosla; Shamik Sural; Niloy Ganguly (CIKM, 2021)

Representation Learning for Conversational Data using Discourse Mutual Information Maximization. - Bishal Santra; Sumegh Roychowdhury; Aishik Mandal; Vasu Gurram; Atharva Naik; Manish Gupta 001; Pawan Goyal 002 (NAACL-HLT, 2022)

A Revenue Function for Comparison-Based Hierarchical Clustering. - Aishik Mandal; Michaël Perrot; Debarghya Ghoshdastidar (Trans. Mach. Learn. Res., 2023)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Santiago Góngora; Aishik Mandal; Sukannya Purkayastha; Jesús-Germán Ortiz-Barajas; Emilio Villa-Cueva; Jinheon Baek; Soyeong Jeong; Injy Hamed; Zheng Xin Yong; et al. (NeurIPS, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Teresa Lynn; Injy Hamed; Aditya Nanda Kishore; Aishik Mandal; Alina Dragonetti; Artem Abzaliev; Atnafu Lambebo Tonja; Bontu Fufa Balcha; Chenxi Whitehouse; et al. (CoRR, 2024)

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities. - Aishik Mandal; Tanmoy Chakraborty 002; Iryna Gurevych (CoRR, 2025)

Enhancing Depression Detection via Question-wise Modality Fusion. - Aishik Mandal; Dana Atzil-Slonim; Thamar Solorio; Iryna Gurevych (CoRR, 2025)

CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation. - Emilio Villa-Cueva; Sholpan Bolatzhanova; Diana Turmakhan; Kareem Elzeky; Henok Biadglign Ademtew; Alham Fikri Aji; Israel Abebe Azime; Jinheon Baek; Frederico Belcavello; Fermin Cristobal; Jan Christian Blaise Cruz; Mary Dabre; et al. (CoRR, 2025)

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems. - Aishik Mandal; Prottay Kumar Adhikary; Hiba Arnaout; Iryna Gurevych; Tanmoy Chakraborty 002 (CoRR, 2025)

MAGneT: Coordinated Multi-Agent Generation of Synthetic Multi-Turn Mental Health Counseling Sessions. - Aishik Mandal; Tanmoy Chakraborty 002; Iryna Gurevych (CoRR, 2025)

Towards privacy-aware mental health AI models. - Aishik Mandal; Tanmoy Chakraborty 002; Iryna Gurevych (Nat. Comput. Sci., 2025)