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ORCIDSoumya Sanyal 0001
Person information
- affiliation: University of Southern California, Los Angeles, CA, USA
- affiliation: Indian Institute of Science, Bangalore, India
Other persons with the same name
- Soumya Sanyal 0002 — University of Texas, Arlington, Arlington, TX, USA
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Conference and Workshop Papers
- 2024
[c13]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: 10361-10386- [c12]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 - 2023
- [c11]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: 6308-6321 - [c10]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 - [c9]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 - 2022
- [c8]Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. ACL (1) 2022: 1075-1093 - [c7]Soumya Sanyal, Zeyi Liao, Xiang Ren:
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. EMNLP 2022: 9614-9631 - 2021
- [c6]Soumya Sanyal, Xiang Ren:
Discretized Integrated Gradients for Explaining Language Models. EMNLP (1) 2021: 10285-10299 - [c5]Aaron Chan, Jiashu Xu, Boyuan Long, Soumya Sanyal, Tanishq Gupta, Xiang Ren:
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. NeurIPS 2021: 18241-18255 - 2020
- [c4]Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar:
InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions. AAAI 2020: 3009-3016 - [c3]Ekagra Ranjan, Soumya Sanyal, Partha P. Talukdar:
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. AAAI 2020: 5470-5477 - [c2]Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang:
A Re-evaluation of Knowledge Graph Completion Methods. ACL 2020: 5516-5522 - [c1]Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar:
Composition-based Multi-Relational Graph Convolutional Networks. ICLR 2020
Informal and Other Publications
- 2024
- [i15]Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren:
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. CoRR abs/2402.03686 (2024) - 2023
- [i14]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 abs/2305.18654 (2023) - [i13]Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D. Hwang, Xiang Lorraine Li, Hirona Jacqueline Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi:
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning. CoRR abs/2305.19472 (2023) - [i12]Ziyi Liu, Isabelle Lee, Yongkang Du, Soumya Sanyal, Jieyu Zhao:
SCORE: A framework for Self-Contradictory Reasoning Evaluation. CoRR abs/2311.09603 (2023) - 2022
- [i11]Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. CoRR abs/2203.10261 (2022) - [i10]Soumya Sanyal, Zeyi Liao, Xiang Ren:
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning. CoRR abs/2205.12598 (2022) - [i9]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 abs/2209.10063 (2022) - [i8]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 abs/2212.09282 (2022) - 2021
- [i7]Aaron Chan, Soumya Sanyal, Boyuan Long, Jiashu Xu, Tanishq Gupta, Xiang Ren:
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. CoRR abs/2104.08793 (2021) - [i6]Soumya Sanyal, Xiang Ren:
Discretized Integrated Gradients for Explaining Language Models. CoRR abs/2108.13654 (2021) - 2019
- [i5]Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar:
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions. CoRR abs/1911.00219 (2019) - [i4]Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar:
Composition-based Multi-Relational Graph Convolutional Networks. CoRR abs/1911.03082 (2019) - [i3]Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang:
A Re-evaluation of Knowledge Graph Completion Methods. CoRR abs/1911.03903 (2019) - [i2]Ekagra Ranjan, Soumya Sanyal, Partha Pratim Talukdar:
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. CoRR abs/1911.07979 (2019) - 2018
- [i1]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 abs/1811.05660 (2018)
Coauthor Index
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