--- title: "Anil Ramakrishna · Amazon — author profile and papers" description: "Anil Ramakrishna, Amazon: 3 papers on Elamur Research (2026), h-index 8 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/anil-ramakrishna/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/anil-ramakrishna/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Anil Ramakrishna # Anil Ramakrishna Anil Ramakrishna has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/), [Rahul Gupta](https://md.research.elamur.ai/free/en/authors/rahul-gupta/), [Aram Galstyan](https://md.research.elamur.ai/free/en/authors/aram-galstyan/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5072018684) · [ORCID](https://orcid.org/0000-0002-7999-0531) · [**h-index 8**](https://openalex.org/authors/A5072018684) · [50 works](https://openalex.org/works?filter=author.id:A5072018684) · [309 citations](https://openalex.org/works?filter=author.id:A5072018684&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/anil-ramakrishna/#papers) · [🔗 Cited 28 times in our library](https://md.research.elamur.ai/free/en/authors/anil-ramakrishna/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10641](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10641) 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=Anil+Ramakrishna) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Anil+Ramakrishna) · [dblp](https://dblp.org/search?q=Anil+Ramakrishna) · [ACL Anthology](https://aclanthology.org/search/?q=Anil+Ramakrishna) ## Affiliations [🏢**Amazon** Seattle · United States 2021–2025 · 14 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Arizona State University** Tempe · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/arizona-state-university/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**University of Southern California** Los Angeles · United States 2013–2024 · 15 papersEducation · Doctor of Philosophy, Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/anil-ramakrishna/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[BLUR: A Bi-Level Optimization Approach for LLM Unlearning](https://md.research.elamur.ai/free/en/papers/reisizadeh-2026-blur-bi-level-optimization-approach/)** *(2026 · 4 citations)* Most LLM unlearning methods minimize a weighted sum of a forget loss and a retain loss with a fixed coefficient. 2. **[From Narrow Unlearning to Emergent Misalignment in LLMs](https://md.research.elamur.ai/free/en/papers/mushtaq-2026-narrow-unlearning-emergent-misalignment-llms/)** *(2026)* Earlier work found that fine-tuning an aligned LLM on a narrow task, such as writing insecure code, can cause emergent misalignment (EMA): harmful behaviour that spreads to unrelated domains. 3. **[SWAN: Semantic Watermarking with Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/ye-2026-swan-semantic-watermarking-abstract-meaning/)** *(2026)* Watermarks for LLM-generated text are usually planted at the token level by biasing which tokens the decoder picks. ## 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. **[Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM ↗](https://aclanthology.org/2024.emnlp-main.484/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Haw-Shiuan Chang et al.*2024 · 8 citations* 2. **[REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy ↗](https://arxiv.org/abs/2406.07735) arXiv (Cornell University) · no summary yet**Haw-Shiuan Chang et al.*2024 · 8 citations* 3. **[BLUR: A Bi-Level Optimization Approach for LLM Unlearning](https://md.research.elamur.ai/free/en/papers/reisizadeh-2026-blur-bi-level-optimization-approach/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Hadi Reisizadeh, Jinghan Jia, Zhiqi Bu, et al.*2026 · 4 citations* 4. **[JAB: Joint Adversarial Prompting and Belief Augmentation ↗](https://arxiv.org/abs/2311.09473) arXiv (Cornell University) · no summary yet**Ninareh Mehrabi et al.*2023 · 4 citations* 5. **[REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM ↗](https://aclanthology.org/2025.tacl-1.35/) Transactions of the Association for Computational Linguistics · no summary yet**Haw-Shiuan Chang et al.*2025 · 3 citations* 6. **[Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification ↗](https://aclanthology.org/2024.findings-emnlp.779/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Tao Meng et al.*2024 · 3 citations* 7. **[Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ↗](https://aclanthology.org/2025.findings-acl.1166/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Tharindu Kumarage et al.*2025 · 2 citations* 8. **[From Narrow Unlearning to Emergent Misalignment in LLMs](https://md.research.elamur.ai/free/en/papers/mushtaq-2026-narrow-unlearning-emergent-misalignment-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Erum Mushtaq, Anil Ramakrishna, Satyapriya Krishna, et al.*2026* 9. **[SWAN: Semantic Watermarking with Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/ye-2026-swan-semantic-watermarking-abstract-meaning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziping Ye, Gourab Dey, Christos Christodoulopoulos, et al.*2026* 10. **[Partial Federated Learning ↗](https://arxiv.org/abs/2403.01615) arXiv (Cornell University) · no summary yet**Tiantian Feng et al.*2024* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/) ×3 - [Rahul Gupta](https://md.research.elamur.ai/free/en/authors/rahul-gupta/) ×2 - [Aram Galstyan](https://md.research.elamur.ai/free/en/authors/aram-galstyan/) - [Charith Peris](https://md.research.elamur.ai/free/en/authors/charith-peris/) - [Christos Christodoulopoulos](https://md.research.elamur.ai/free/en/authors/christos-christodoulopoulos/) - [Jinghan Jia](https://md.research.elamur.ai/free/en/authors/jinghan-jia/) - [Ninareh Mehrabi](https://md.research.elamur.ai/free/en/authors/ninareh-mehrabi/) - [Satyapriya Krishna](https://md.research.elamur.ai/free/en/authors/satyapriya-krishna/) - [Sijia Liu](https://md.research.elamur.ai/free/en/authors/sijia-liu/) - [Tao Zhang](https://md.research.elamur.ai/free/en/authors/tao-zhang/) - [Weitong Ruan](https://md.research.elamur.ai/free/en/authors/weitong-ruan/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - Findings of the Association for Computational Linguistics: ACL 2025 - Findings of the Association for Computational Linguistics: EMNLP 2024 - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing - Transactions of the Association for Computational Linguistics ## Cited by Papers of our library cite their works 28 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/anil-ramakrishna/cited-by/). Updated 1 November 2026