Reviewing the reviewer: Elevating review quality through LLM-guided feedback Peer ReviewScholarly Comm.
Sukannya Purkayastha, Qile Wan, Anne Lauscher, Lizhen Qu, Iryna Gurevych
EMNLP Main, 2026

Common Sense vs Morality: The curious case of Narrative Focus bias on LLMs. Ethics & BiasLLMs
Saugata Purkayastha, Pranav Kushare, Pragya Pal, Sukannya Purkayastha
LREC, 2026

Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue Peer ReviewDialogue
Sukannya Purkayastha, Nils Dycke, Anne Lauscher, Iryna Gurevych
EACL, 2026

LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews Peer ReviewBenchmark
Sukannya Purkayastha, Zhuang Li, Anne Lauscher, Lizhen Qu, Iryna Gurevych
ACL, 2025

CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation MultimodalMultilingual NLPBenchmark
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan, …, Sukannya Purkayastha, …, Thamar Solorio
Findings EMNLP, 2025

On Riemannian Gradient Descent using Gradient Averaging (RGrad-Avg) Optimization
Saugata Purkayastha, Sukannya Purkayastha
OPT @ NeurIPS, 2025

IDALC: A Semi-Supervised Framework for Intent Detection and Active Learning-based Correction DialogueSemi-Supervised
Ankan Mullick, Sukannya Purkayastha, Saransh Sharma, Pawan Goyal, Niloy Ganguly
IEEE Transactions on AI, 2025

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark MultimodalMultilingual NLPBenchmark
David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, …, Sukannya Purkayastha, …, Thamar Solorio
NeurIPS (Datasets & Benchmarks), 2024

Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals Peer ReviewArgumentation
Sukannya Purkayastha, Anne Lauscher, Iryna Gurevych
EMNLP, 2023

Romanization-based Large-scale Adaptation of Multilingual Language Models Multilingual NLPParameter-Efficient
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulić
Findings EMNLP, 2023

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Parameter-EfficientTools
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, et al.
EMNLP System Demos, 2023

Medical Entity Linking using Triplet Network Knowledge GraphsBiomedical NLP
Ishani Mondal, Sukannya Purkayastha, Sudeshna Sarkar, Pawan Goyal, et al.
Clinical NLP Workshop, 2019

Drug-Drug Interactions Prediction Based on Drug Embedding and Graph Auto-Encoder Knowledge GraphsBiomedical NLP
Sukannya Purkayastha, Ishani Mondal, Sudeshna Sarkar, Pawan Goyal, Jitesh K. Pillai
BIBE, 2019