Kumar, Sachin

11 publications

ICLR 2024 Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Sachin Kumar, Chan Young Park, Yulia Tsvetkov

NeurIPS 2024 MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization Orevaoghene Ahia, Sachin Kumar, Hila Gonen, Valentin Hofmann, Tomasz Limisiewicz, Yulia Tsvetkov, Noah A. Smith

NeurIPS 2024 The Art of Saying No: Contextual Noncompliance in Language Models Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, Pradeep Dasigi, Valentina Pyatkin, Abhilasha Ravichander, Sarah Wiegreffe, Nouha Dziri, Khyathi Chandu, Jack Hessel, Yulia Tsvetkov, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi

NeurIPS 2024 WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models Liwei Jiang, Kavel Rao, Seungju Han, Allyson Ettinger, Faeze Brahman, Sachin Kumar, Niloofar Mireshghallah, Ximing Lu, Maarten Sap, Yejin Choi, Nouha Dziri

ICMLW 2024 WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models Liwei Jiang, Kavel Rao, Seungju Han, Allyson Ettinger, Faeze Brahman, Sachin Kumar, Niloofar Mireshghallah, Ximing Lu, Maarten Sap, Nouha Dziri, Yejin Choi

ICMLW 2023 Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi, Yulia Tsvetkov

NeurIPS 2021 Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov

NeurIPSW 2020 End-to-End Differentiable GANs for Text Generation Sachin Kumar, Yulia Tsvetkov

IJCAI 2020 Neural Abstractive Summarization with Structural Attention Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty

ICLR 2019 Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar, Yulia Tsvetkov

IJCAI 2017 Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading Sachin Kumar, Soumen Chakrabarti, Shourya Roy