🧑‍🔬 Sonal Gupta — all works

28 works · ← Sonal Gupta

1. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Armen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 542 citations
2. Make-A-Video: Text-to-Video Generation without Text-Video Data ↗arXiv (Cornell University) · no summary yetUriel Singer et al.2022 · 428 citations
3. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 391 citations
4. Muppet: Massive Multi-task Representations with Pre-FinetuningConference on Empirical Methods in Natural Language Processing (EMNLP)Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.2021 · 307 citations
5. Semantic Parsing for Task Oriented Dialog using Hierarchical RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Sonal Gupta, Rushin Shah, Mrinal Mohit, et al.2018 · 282 citations
6. MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL)Haoran Li, Abhinav Arora, Shuohui Chen, et al.2021 · 242 citations
7. SpaText: Spatio-Textual Representation for Controllable Image Generation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetOmri Avrahami et al.2023 · 166 citations
8. UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringFindings of the Association for Computational LinguisticsBarlas Oguz, Xilun Chen, Vladimir Karpukhin, et al.2022 · 147 citations
9. Improved Pattern Learning for Bootstrapped Entity Extraction ↗Proceedings of the Eighteenth Conference on Computational Natural Language Learning · no summary yetSonal Gupta, Christopher Manning2014 · 141 citations
10. Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXilun Chen et al.2020 · 118 citations
11. Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers ↗Proceedings of 5th International Joint Conference on Natural Language Processing · no summary yetSonal Gupta, Christopher Manning2011 · 116 citations
12. Better Fine-Tuning by Reducing Representational Collapse ↗arXiv (Cornell University) · no summary yetArmen Aghajanyan et al.2020 · 109 citations
13. Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ↗no summary yetJason Chuang et al.2013 · 104 citations
14. Forum77 ↗ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) · no summary yetDiana MacLean et al.2015 · 95 citations
15. Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetSamaneh Azadi et al.2023 · 47 citations
16. Bootstrapped Self Training for Knowledge Base Population. ↗Theory and applications of categories · no summary yetGabor Angeli et al.2015 · 47 citations
17. Stanford's Distantly-Supervised Slot-Filling System ↗Theory and applications of categories · no summary yetMihai Surdeanu et al.2011 · 42 citations
18. SPIED: Stanford Pattern based Information Extraction and Diagnostics ↗Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces · no summary yetSonal Gupta, Christopher Manning2014 · 40 citations
19. Distributed Representations of Words to Guide Bootstrapped Entity Classifiers ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSonal Gupta, Christopher D. Manning2015 · 37 citations
20. Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetPanupong Pasupat et al.2019 · 32 citations
21. Improving Semantic Parsing for Task Oriented Dialog ↗arXiv (Cornell University) · no summary yetArash Einolghozati et al.2019 · 31 citations
22. Stanford's 2014 Slot Filling Systems ↗no summary yetGabor Angeli et al.2014 · 20 citations
23. Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing ↗International Conference on Learning Representations · no summary yetAsish Ghoshal et al.2021 · 14 citations
24. Stanford's Distantly Supervised Slot Filling Systems for KBP 2014 ↗no summary yetGabor Angeli et al.2014 · 9 citations
25. Text-Conditional Contextualized Avatars For Zero-Shot Personalization ↗arXiv (Cornell University) · no summary yetSamaneh Azadi et al.2023 · 3 citations
26. Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery ↗no summary yetDiana MacLean et al.2015 · 3 citations
27. Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment (Supplementary Materials) ↗no summary yetJason Chuang et al.2013
28. Identifying Focus, Techniques and Domain of Scientific Papers ↗no summary yetSonal Gupta, Christopher D. Manning2012

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