--- title: "Rashmi Gangadharaiah · Amazon — author profile and papers" description: "Rashmi Gangadharaiah, Amazon: 3 papers on Elamur Research (2023–2026), h-index 10 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/rashmi-gangadharaiah/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rashmi-gangadharaiah/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rashmi Gangadharaiah # Rashmi Gangadharaiah Rashmi Gangadharaiah has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Vinayshekhar Bannihatti Kumar](https://md.research.elamur.ai/free/en/authors/vinayshekhar-bannihatti-kumar/), [Sandesh Swamy](https://md.research.elamur.ai/free/en/authors/sandesh-swamy/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5014460968) · [ORCID](https://orcid.org/0009-0001-5502-7265) · [Wikidata](https://www.wikidata.org/wiki/Q131161420) · [**h-index 10**](https://openalex.org/authors/A5014460968) · [85 works](https://openalex.org/works?filter=author.id:A5014460968) · [354 citations](https://openalex.org/works?filter=author.id:A5014460968&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/rashmi-gangadharaiah/#papers) · [🔗 Cited 71 times in our library](https://md.research.elamur.ai/free/en/authors/rashmi-gangadharaiah/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10115](https://md.research.elamur.ai/free/en/paper-stars/page/102/#star-10115) 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=Rashmi+Gangadharaiah) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rashmi+Gangadharaiah) · [dblp](https://dblp.org/search?q=Rashmi+Gangadharaiah) · [ACL Anthology](https://aclanthology.org/search/?q=Rashmi+Gangadharaiah) ## Affiliations [🏢**Amazon** Seattle · United States 2017–2026 · 31 papersEmployment since 2017 · Sr Manager, Applied Science, AWS AI*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2006–2023 · 8 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) · [🏢**IBM** Bengaluru · India 2012–2014 · 3 papers](https://md.research.elamur.ai/free/en/companies/ibm-india/) · [🔬**IBM Research - India** New Delhi · India 2012–2014 · 2 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-india/) · [🏢**IBM** Armonk · United States 2012–2013 · 2 papers](https://md.research.elamur.ai/free/en/companies/ibm/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 2 works](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/rashmi-gangadharaiah/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/rashmi-gangadharaiah/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems](https://md.research.elamur.ai/free/en/papers/swamy-2023-contextual-dynamic-prompting-response-generation/)** *(2023 · 6 citations)* Adapting large language models to task-oriented dialog response generation usually means full fine-tuning, which is slow and costly in compute. 2. **[Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis](https://md.research.elamur.ai/free/en/papers/makhija-2026-neural-breadcrumbs-membership-inference-attacks/)** *(2026 · 2 citations)* Several recent studies report that membership inference attacks (MIAs) on large language models barely beat random guessing. 3. **[When Users Are Happy but Agents Are Wrong: Multi-Dimensional Evaluation of Tool-Augmented Dialogue](https://md.research.elamur.ai/free/en/papers/shourya-2026-when-users-are-happy-but/)** *(2026)* Current evaluators of conversational agents typically check either user satisfaction or the correctness of tool calls in isolation. ## All works 10 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog ↗](https://aclanthology.org/N19-1055/) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yet**Rashmi Gangadharaiah, Balakrishnan Narayanaswamy*2019 · 145 citations* 2. **[Privacy Adhering Machine Un-learning in NLP ↗](https://aclanthology.org/2023.findings-ijcnlp.25/) Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings) · no summary yet**Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth*2023 · 29 citations* 3. **[PerKGQA: Question Answering over Personalized Knowledge Graphs ↗](https://aclanthology.org/2022.findings-naacl.19/) Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yet**Ritam Dutt et al.*2022 · 14 citations* 4. **[Towards Cross-Domain Transferability of Text Generation Models for Legal Text ↗](https://aclanthology.org/2022.nllp-1.9/) Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yet**Vinayshekhar Bannihatti Kumar, Kasturi Bhattacharjee, Rashmi Gangadharaiah*2022 · 8 citations* 5. **[Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems](https://md.research.elamur.ai/free/en/papers/swamy-2023-contextual-dynamic-prompting-response-generation/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Sandesh Swamy, Narges Tabari, Chacha Chen, et al.*2023 · 6 citations* 6. **[What Do Users Care About? Detecting Actionable Insights from User Feedback ↗](https://aclanthology.org/2022.naacl-industry.27/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track · no summary yet**Kasturi Bhattacharjee et al.*2022 · 3 citations* 7. **[Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis](https://md.research.elamur.ai/free/en/papers/makhija-2026-neural-breadcrumbs-membership-inference-attacks/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Disha Makhija, Manoj Ghuhan Arivazhagan, Vinayshekhar Bannihatti Kumar, et al.*2026 · 2 citations* 8. **[Unsupervised Neural Stylistic Text Generation using Transfer learning and Adapters ↗](https://arxiv.org/abs/2210.03264) arXiv (Cornell University) · no summary yet**Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth*2022 · 1 citation* 9. **[When Users Are Happy but Agents Are Wrong: Multi-Dimensional Evaluation of Tool-Augmented Dialogue](https://md.research.elamur.ai/free/en/papers/shourya-2026-when-users-are-happy-but/) [Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/)**Tanya Shourya, Yingfan Wang, Zhaoyi Joey Hou, et al.*2026* 10. **[Reducing Asymmetry between language-pairs to Improve Alignment and Translation Quality ↗](https://aclanthology.org/I11-1151/) Proceedings of 5th International Joint Conference on Natural Language Processing · no summary yet**Gangadharaiah, Rashmi*2011* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Vinayshekhar Bannihatti Kumar](https://md.research.elamur.ai/free/en/authors/vinayshekhar-bannihatti-kumar/) ×2 - [Sandesh Swamy](https://md.research.elamur.ai/free/en/authors/sandesh-swamy/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/) ×2: [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/), [EACL 2023](https://md.research.elamur.ai/free/en/venues/eacl/2023/) - [Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/): [GEM 2026](https://md.research.elamur.ai/free/en/venues/gem/2026/) - Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings) - Findings of the Association for Computational Linguistics: NAACL 2022 - Proceedings of 5th International Joint Conference on Natural Language Processing - Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) - Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track - Proceedings of the Natural Legal Language Processing Workshop 2022 ## Cited by Papers of our library cite their works 71 times (of the 149,439 papers whose bibliographies we read); [6 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rashmi-gangadharaiah/cited-by/). Updated 1 November 2026