---
title: "Sonal Gupta — all works — Elamur Research"
description: "All 28 works of Sonal Gupta in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/sonal-gupta/works/"
---
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# Sonal Gupta — all works

28 works · [← Sonal Gupta](https://md.research.elamur.ai/free/en/authors/sonal-gupta/)

1. **[Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning](https://md.research.elamur.ai/free/en/papers/aghajanyan-2021-intrinsic-dimensionality-explains-effectiveness-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Armen Aghajanyan, Sonal Gupta, Luke Zettlemoyer*2021 · 542 citations*
2. **[Make-A-Video: Text-to-Video Generation without Text-Video Data ↗](https://arxiv.org/abs/2209.14792) arXiv (Cornell University) · no summary yet**Uriel Singer et al.*2022 · 428 citations*
3. **[Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog](https://md.research.elamur.ai/free/en/papers/schuster-2019-cross-lingual-transfer-learning-multilingual/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sebastian Schuster, Sonal Gupta, Rushin Shah, et al.*2019 · 391 citations*
4. **[Muppet: Massive Multi-task Representations with Pre-Finetuning](https://md.research.elamur.ai/free/en/papers/aghajanyan-2021-muppet-massive-multi-task-representations/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.*2021 · 307 citations*
5. **[Semantic Parsing for Task Oriented Dialog using Hierarchical Representations](https://md.research.elamur.ai/free/en/papers/gupta-2018-semantic-parsing-task-oriented-dialog/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sonal Gupta, Rushin Shah, Mrinal Mohit, et al.*2018 · 282 citations*
6. **[MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark](https://md.research.elamur.ai/free/en/papers/li-2021-mtop-comprehensive-multilingual-task-oriented/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Haoran Li, Abhinav Arora, Shuohui Chen, et al.*2021 · 242 citations*
7. **[SpaText: Spatio-Textual Representation for Controllable Image Generation ↗](https://doi.org/10.1109/cvpr52729.2023.01762) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Omri Avrahami et al.*2023 · 166 citations*
8. **[UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/oguz-2022-unik-qa-unified-representations-structured/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Barlas Oguz, Xilun Chen, Vladimir Karpukhin, et al.*2022 · 147 citations*
9. **[Improved Pattern Learning for Bootstrapped Entity Extraction ↗](https://aclanthology.org/W14-1611/) Proceedings of the Eighteenth Conference on Computational Natural Language Learning · no summary yet**Sonal Gupta, Christopher Manning*2014 · 141 citations*
10. **[Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing ↗](https://aclanthology.org/2020.emnlp-main.413/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Xilun Chen et al.*2020 · 118 citations*
11. **[Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers ↗](https://aclanthology.org/I11-1001/) Proceedings of 5th International Joint Conference on Natural Language Processing · no summary yet**Sonal Gupta, Christopher Manning*2011 · 116 citations*
12. **[Better Fine-Tuning by Reducing Representational Collapse ↗](https://arxiv.org/abs/2008.03156) arXiv (Cornell University) · no summary yet**Armen Aghajanyan et al.*2020 · 109 citations*
13. **[Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ↗](https://openalex.org/W107389347) no summary yet**Jason Chuang et al.*2013 · 104 citations*
14. **[Forum77 ↗](https://doi.org/10.1145/2675133.2675146) ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) · no summary yet**Diana MacLean et al.*2015 · 95 citations*
15. **[Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation ↗](https://doi.org/10.1109/iccv51070.2023.01381) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Samaneh Azadi et al.*2023 · 47 citations*
16. **[Bootstrapped Self Training for Knowledge Base Population. ↗](https://openalex.org/W2805756377) Theory and applications of categories · no summary yet**Gabor Angeli et al.*2015 · 47 citations*
17. **[Stanford's Distantly-Supervised Slot-Filling System ↗](https://openalex.org/W2402842738) Theory and applications of categories · no summary yet**Mihai Surdeanu et al.*2011 · 42 citations*
18. **[SPIED: Stanford Pattern based Information Extraction and Diagnostics ↗](https://aclanthology.org/W14-3106/) Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces · no summary yet**Sonal Gupta, Christopher Manning*2014 · 40 citations*
19. **[Distributed Representations of Words to Guide Bootstrapped Entity Classifiers ↗](https://aclanthology.org/N15-1128/) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Sonal Gupta, Christopher D. Manning*2015 · 37 citations*
20. **[Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog ↗](https://aclanthology.org/D19-1163/) 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 yet**Panupong Pasupat et al.*2019 · 32 citations*
21. **[Improving Semantic Parsing for Task Oriented Dialog ↗](https://arxiv.org/abs/1902.06000) arXiv (Cornell University) · no summary yet**Arash Einolghozati et al.*2019 · 31 citations*
22. **[Stanford's 2014 Slot Filling Systems ↗](https://openalex.org/W2184860929) no summary yet**Gabor Angeli et al.*2014 · 20 citations*
23. **[Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing ↗](https://openalex.org/W3123816584) International Conference on Learning Representations · no summary yet**Asish Ghoshal et al.*2021 · 14 citations*
24. **[Stanford's Distantly Supervised Slot Filling Systems for KBP 2014 ↗](https://openalex.org/W2187647469) no summary yet**Gabor Angeli et al.*2014 · 9 citations*
25. **[Text-Conditional Contextualized Avatars For Zero-Shot Personalization ↗](https://arxiv.org/abs/2304.07410) arXiv (Cornell University) · no summary yet**Samaneh Azadi et al.*2023 · 3 citations*
26. **[Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery ↗](https://openalex.org/W7095240601) no summary yet**Diana MacLean et al.*2015 · 3 citations*
27. **[Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment (Supplementary Materials) ↗](https://openalex.org/W7095158738) no summary yet**Jason Chuang et al.*2013*
28. **[Identifying Focus, Techniques and Domain of Scientific Papers ↗](https://openalex.org/W7096652874) no summary yet**Sonal Gupta, Christopher D. Manning*2012*