Scene Graph based Image Retrieval - A case study on the CLEVR Dataset. - Sahana Ramnath; Amrita Saha; Soumen Chakrabarti; Mitesh M. Khapra (CoRR, 2019)

Towards Interpreting BERT for Reading Comprehension Based QA. - Sahana Ramnath; Preksha Nema; Deep Sahni; Mitesh M. Khapra (EMNLP (1), 2020)

HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints. - Sahana Ramnath; Melvin Johnson; Abhirut Gupta; Aravindan Raghuveer (EMNLP (1), 2021)

A Framework for Rationale Extraction for Deep QA models. - Sahana Ramnath; Preksha Nema; Deep Sahni; Mitesh M. Khapra (CoRR, 2021)

Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales. - Brihi Joshi; Ziyi Liu 007; Sahana Ramnath; Aaron Chan; Zhewei Tong; Shaoliang Nie; Qifan Wang 001; Yejin Choi 001; Xiang Ren 001 (ACL (1), 2023)

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning. - Ximing Lu; Faeze Brahman; Peter West; Jaehun Jung; Khyathi Raghavi Chandu; Abhilasha Ravichander; Prithviraj Ammanabrolu; Liwei Jiang; Sahana Ramnath; Nouha Dziri; Jillian Fisher; Bill Y. Lin; et al. (EMNLP, 2023)

Tailoring Self-Rationalizers with Multi-Reward Distillation. - Sahana Ramnath; Brihi Joshi; Skyler Hallinan; Ximing Lu; Liunian Harold Li; Aaron Chan; Jack Hessel; Yejin Choi 001; Xiang Ren 001 (ICLR, 2024)

ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations. - Brihi Joshi; Keyu He; Sahana Ramnath; Sadra Sabouri; Kaitlyn Zhou; Souti Chattopadhyay; Swabha Swayamdipta; Xiang Ren 001 (ACL (Findings), 2025)

CAVE: Controllable Authorship Verification Explanations. - Sahana Ramnath; Kartik Pandey; Elizabeth Boschee; Xiang Ren 001 (NAACL (Long Papers), 2025)

Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries. - Sahana Ramnath; Anurag Mudgil; Brihi Joshi; Skyler Hallinan; Xiang Ren 001 (CoRR, 2025)