Soumya Sanyal

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Language Models For Information Retrieval

Procedural Knowledge

Deductive Reasoning

Top Venues

Publications

Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
Minds versus Machines: Rethinking Entailment Verification with Language Models. CoRR (2024)
Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin, Sean Welleck, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena D. Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaïd Harchaoui, Yejin Choi
Faith and Fate: Limits of Transformers on Compositionality. NeurIPS (2023)
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D. Hwang, Xiang Lorraine Li, Hirona J. Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning. CoRR (2023)
Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena D. Hwang, Soumya Sanyal, Sean Welleck, Xiang Ren, Allyson Ettinger, Zaïd Harchaoui, Yejin Choi
Faith and Fate: Limits of Transformers on Compositionality. CoRR (2023)
Soumya Sanyal, Harman Singh, Xiang Ren
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. ACL (1) (2022)
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
Generate rather than Retrieve: Large Language Models are Strong Context Generators. CoRR (2022)
Soumya Sanyal, Harman Singh, Xiang Ren
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. CoRR (2022)
Soumya Sanyal, Zeyi Liao, Xiang Ren
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning. CoRR (2022)
Soumya Sanyal, Xiang Ren
Discretized Integrated Gradients for Explaining Language Models. CoRR (2021)
Soumya Sanyal, Xiang Ren
Discretized Integrated Gradients for Explaining Language Models. EMNLP (1) (2021)
Aaron Chan, Jiashu Xu, Boyuan Long, Soumya Sanyal, Tanishq Gupta, Xiang Ren
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. NeurIPS (2021)
Aaron Chan, Soumya Sanyal, Boyuan Long, Jiashu Xu, Tanishq Gupta, Xiang Ren
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. CoRR (2021)
Soumya Sanyal, Sajal K. Das
MaTCH : Mapping Data-Parallel Tasks on a Heterogeneous Computing Platform Using the Cross-Entropy Heuristic. IPDPS (2005)
Amit Jain, Soumya Sanyal, Sajal K. Das, Rupak Biswas
FastMap: A Distributed Scheme for Mapping Large Scale Applications onto Computational Grids. CLADE (2004)
Soumya Sanyal, Amit Jain, Sajal K. Das, Rupak Biswas
A Hierarchical and Distributed Approach for Mapping Large Applications to Heterogeneous Grids Using Genetic Algorithms. CLUSTER (2003)