---
title: "Aparna Garimella · Adobe Systems — author profile and papers"
description: "Aparna Garimella, Adobe Systems: 2 papers on Elamur Research (2021–2023), h-index 10 — affiliations, topics, co-authors and who cites…"
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# Aparna Garimella

Aparna Garimella has 2 papers in our library, in 2021–2023, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Jiao Sun](https://md.research.elamur.ai/free/en/authors/jiao-sun/), [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/), [Laura Chiticariu](https://md.research.elamur.ai/free/en/authors/laura-chiticariu/).

2 papers in our library · 2021–2023

[OpenAlex](https://openalex.org/A5014285077) · [ORCID](https://orcid.org/0000-0003-3111-0686) · [Wikidata](https://www.wikidata.org/wiki/Q130818486) · [**h-index 10**](https://openalex.org/authors/A5014285077) · [91 works](https://openalex.org/works?filter=author.id:A5014285077) · [448 citations](https://openalex.org/works?filter=author.id:A5014285077&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/aparna-garimella/#papers) · [🔗 Cited 133 times in our library](https://md.research.elamur.ai/free/en/authors/aparna-garimella/cited-by/) · [13 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4614](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4614)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Aparna+Garimella) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Aparna+Garimella) · [dblp](https://dblp.org/search?q=Aparna+Garimella) · [ACL Anthology](https://aclanthology.org/search/?q=Aparna+Garimella)

## Affiliations

[🏢**Adobe Systems** San Jose · United States 2020–2026 · 53 papers*current*](https://md.research.elamur.ai/free/en/companies/adobe-systems/) · [🎓**University of Michigan** Ann Arbor · United States 2016–2020 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-michigan/) · [🎓**University of Maryland, College Park** College Park · United States 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

## Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

🧭 Topics 4 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dependency parsing · 1 work](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/)

## Works by year

### 2020s

[**2023** 1 paper Aparna Garimella's papers of 2023](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/) · [**2021** 1 paper Aparna Garimella's papers of 2021](https://md.research.elamur.ai/free/en/papers/garimella-2021-domain-aware-dependency-parsing-questions/)

## Papers

The most cited first (OpenAlex and our library).

1. **[“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/)** *(2023 · 206 citations)* The paper asks whether large language models carry gender stereotypes into a sensitive real-world task: drafting recommendation letters that users may submit with little or no editing.
2. **[Domain-Aware Dependency Parsing for Questions](https://md.research.elamur.ai/free/en/papers/garimella-2021-domain-aware-dependency-parsing-questions/)** *(2021 · 4 citations)* Pre-trained dependency parsers are trained on corpora where questions are rare (0.5% of Wall Street Journal sentences), so they fail on domain questions such as "Show me Neil's insider transactions since 2011".

## All works

15 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. **[“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yixin Wan, George Pu, Jiao Sun, et al.*2023 · 206 citations*
2. **["Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters ↗](https://arxiv.org/abs/2310.09219) arXiv:2310.09219 · no summary yet**Yixin Wan et al.*2023 · 168 citations*
3. **[Text Simplification for Legal Domain: Insights and Challenges ↗](https://aclanthology.org/2022.nllp-1.28/) Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yet**Aparna Garimella et al.*2022 · 34 citations*
4. **[Agent-Specific Deontic Modality Detection in Legal Language ↗](https://aclanthology.org/2022.emnlp-main.795/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Abhilasha Sancheti et al.*2022 · 8 citations*
5. **[What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions ↗](https://aclanthology.org/2023.emnlp-main.909/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Abhilasha Sancheti et al.*2023 · 6 citations*
6. [**Domain-Aware Dependency Parsing for Questions**Aparna Garimella, Laura Chiticariu, Yunyao Li*English · 4 citations*](https://md.research.elamur.ai/free/en/papers/garimella-2021-domain-aware-dependency-parsing-questions/)
7. **[Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents ↗](https://aclanthology.org/2025.emnlp-main.1770/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Akriti Jain et al.*2025 · 2 citations*
8. **[LegalCore: A Dataset for Event Coreference Resolution in Legal Documents ↗](https://aclanthology.org/2025.findings-acl.1284/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Kangda Wei et al.*2025 · 2 citations*
9. **[Graph-based Keyword Planning for Legal Clause Generation from Topics ↗](https://aclanthology.org/2022.nllp-1.26/) Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yet**Sagar Joshi et al.*2022 · 2 citations*
10. **[SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity ↗](https://aclanthology.org/2026.findings-eacl.169/) Findings of the Association for Computational Linguistics: EACL 2026 · no summary yet**Ishani Mondal et al.*2026 · 1 citation*
11. **[MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference ↗](https://aclanthology.org/2026.findings-acl.1352/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Jeonghyun Park et al.*2026*
12. **[AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks ↗](https://aclanthology.org/2026.findings-acl.1197/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Chau Minh Pham et al.*2026*
13. **[RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis ↗](https://aclanthology.org/2026.findings-eacl.299/) Findings of the Association for Computational Linguistics: EACL 2026 · no summary yet**Anku Rani et al.*2026*
14. **[An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA ↗](https://aclanthology.org/2026.findings-acl.2005/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Saransh Sharma et al.*2026*
15. **[Moneyball with LLMs: Analyzing Tabular Summarization in Sports Narratives ↗](https://aclanthology.org/2026.findings-acl.2072/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Ritam Upadhyay et al.*2026*

## Co-authors here

6 co-authors with a page, the most papers together first.

- [Jiao Sun](https://md.research.elamur.ai/free/en/authors/jiao-sun/)
- [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/)
- [Laura Chiticariu](https://md.research.elamur.ai/free/en/authors/laura-chiticariu/)
- [Nanyun Peng](https://md.research.elamur.ai/free/en/authors/nanyun-peng/)
- [Yixin Wan](https://md.research.elamur.ai/free/en/authors/yixin-wan/)
- [Yunyao Li](https://md.research.elamur.ai/free/en/authors/yunyao-li/)

## Venues

Where their works here were published, the most works first, with the editions of those that have a page.

- Findings of the Association for Computational Linguistics: ACL 2026 ×5
- Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing ×3
- [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/), [Findings of the Association for Computational Linguistics 2021](https://md.research.elamur.ai/free/en/venues/findings/2021/)
- Findings of the Association for Computational Linguistics: EACL 2026 ×2
- Proceedings of the Natural Legal Language Processing Workshop 2022 ×2

## Cited by

Papers of our library cite their works 133 times (of the 141,840 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/aparna-garimella/cited-by/).

Updated 24 October 2026