| 2025 | EMNLP | Mixing Inference-time Experts for Enhancing LLM Reasoning. | Soumya Sanyal, Tianyi Xiao, Xiang Ren |
| 2024 | ACL | Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. | Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren |
| 2024 | EMNLP | Self-contradictory reasoning evaluation and detection. | Ziyi Liu, Soumya Sanyal, Isabelle Lee, Yongkang Du, Rahul Gupta, Yang Liu, Jieyu Zhao |
| 2024 | ICLR | PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning. | Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D. Hwang, Xiang Lorraine Li, Hirona Jacqueline Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi |
| 2023 | ACL | APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. | Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren |
| 2023 | ICLR | Generate rather than Retrieve: Large Language Models are Strong Context Generators. | Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang |
| 2022 | ACL | FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. | Soumya Sanyal, Harman Singh, Xiang Ren |
| 2022 | EMNLP | RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. | Soumya Sanyal, Zeyi Liao, Xiang Ren |
| 2021 | EMNLP | Discretized Integrated Gradients for Explaining Language Models. | Soumya Sanyal, Xiang Ren |
| 2020 | AAAI | ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. | Ekagra Ranjan, Soumya Sanyal, Partha P. Talukdar |
| 2020 | AAAI | InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions. | Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar |
| 2020 | ACL | A Re-evaluation of Knowledge Graph Completion Methods. | Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang |
| 2020 | ICLR | Composition-based Multi-Relational Graph Convolutional Networks. | Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar |
| 2003 | CLUSTER | A Hierarchical and Distributed Approach for Mapping Large Applications to Heterogeneous Grids Using Genetic Algorithms. | Soumya Sanyal, Amit Jain, Sajal K. Das, Rupak Biswas |