Soumya Sanyal

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Document Ranking

Graph Representation

Logical Reasoning

Top Venues

Publications

Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. ACL (Findings) (2024)
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D. Hwang, Xiang Lorraine Li, Hirona Jacqueline Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning. ICLR (2024)
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. ACL (1) (2023)
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. ICLR (2023)
Ziyi Liu, Isabelle Lee, Yongkang Du, Soumya Sanyal, Jieyu Zhao
SCORE: A framework for Self-Contradictory Reasoning Evaluation. CoRR (2023)
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. CoRR (2022)
Soumya Sanyal, Zeyi Liao, Xiang Ren
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. EMNLP (2022)
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang
A Re-evaluation of Knowledge Graph Completion Methods. ACL (2020)
Ekagra Ranjan, Soumya Sanyal, Partha P. Talukdar
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. AAAI (2020)
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar
Composition-based Multi-Relational Graph Convolutional Networks. ICLR (2020)
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar
InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions. AAAI (2020)
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar
Composition-based Multi-Relational Graph Convolutional Networks. CoRR (2019)
Ekagra Ranjan, Soumya Sanyal, Partha Pratim Talukdar
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. CoRR (2019)
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions. CoRR (2019)
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang
A Re-evaluation of Knowledge Graph Completion Methods. CoRR (2019)
Soumya Sanyal, Janakiraman Balachandran, Naganand Yadati, Abhishek Kumar, Padmini Rajagopalan, Suchismita Sanyal, Partha P. Talukdar
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction. CoRR (2018)