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Author search results
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- Soumya Sanyal 0001
University of Southern California, Los Angeles, CA, USA - Soumya Sanyal 0002
University of Texas, Arlington, Arlington, TX, USA
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Publication search results
found 39 matches
- 2024
- 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 - 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 Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Automatic Recognition of Learning Resource Category in a Digital Library. CoRR abs/2401.12220 (2024) - 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
- 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 - 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 - 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 - 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) - 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) - Ziyi Liu, Isabelle Lee, Yongkang Du, Soumya Sanyal, Jieyu Zhao:
SCORE: A framework for Self-Contradictory Reasoning Evaluation. CoRR abs/2311.09603 (2023) - 2022
- Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. ACL (1) 2022: 1075-1093 - Soumya Sanyal, Zeyi Liao, Xiang Ren:
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. EMNLP 2022: 9614-9631 - Soumya Sanyal, Harman Singh, Xiang Ren:
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language. CoRR abs/2203.10261 (2022) - Soumya Sanyal, Zeyi Liao, Xiang Ren:
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning. CoRR abs/2205.12598 (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 abs/2209.10063 (2022) - 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
- Soumya Ranjan Mishra, Tusar Kanti Mishra, Anirban Sarkar, Goutam Sanyal:
PSO based combined kernel learning framework for recognition of first-person activity in a video. Evol. Intell. 14(2): 273-279 (2021) - Soumya Sanyal, Xiang Ren:
Discretized Integrated Gradients for Explaining Language Models. EMNLP (1) 2021: 10285-10299 - Soumya Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Automatic Recognition of Learning Resource Category in a Digital Library. JCDL 2021: 289-290 - 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 - 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) - Soumya Sanyal, Xiang Ren:
Discretized Integrated Gradients for Explaining Language Models. CoRR abs/2108.13654 (2021) - 2020
- Soumya Ranjan Mishra, Tusar Kanti Mishra, Goutam Sanyal, Anirban Sarkar, Suresh Chandra Satapathy:
Real time human action recognition using triggered frame extraction and a typical CNN heuristic. Pattern Recognit. Lett. 135: 329-336 (2020) - Ekagra Ranjan, Soumya Sanyal, Partha P. Talukdar:
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations. AAAI 2020: 5470-5477 - 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 - Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang:
A Re-evaluation of Knowledge Graph Completion Methods. ACL 2020: 5516-5522 - Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha P. Talukdar:
Composition-based Multi-Relational Graph Convolutional Networks. ICLR 2020 - Soumya Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled Data. JCDL 2020: 429-432 - Uddalok Sarkar, Soumyadeep Pal, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh:
Speaker Recognition in Bengali Language from Nonlinear Features. CoRR abs/2004.07820 (2020) - Soumya Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled Data. CoRR abs/2005.05414 (2020)
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