--- title: "Jyotika Singh — author profile and papers · Machine translation" description: "Jyotika Singh, Oracle: 2 papers on Elamur Research (2026), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jyotika-singh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jyotika-singh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jyotika Singh # Jyotika Singh Jyotika Singh has 2 papers in our library, in 2026, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Michelle Yuan](https://md.research.elamur.ai/free/en/authors/michelle-yuan/), [Miguel Ballesteros](https://md.research.elamur.ai/free/en/authors/miguel-ballesteros/), [Sandip Ghoshal](https://md.research.elamur.ai/free/en/authors/sandip-ghoshal/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5101916711) · [ORCID](https://orcid.org/0000-0002-5442-3004) · [**h-index 3**](https://openalex.org/authors/A5101916711) · [35 works](https://openalex.org/works?filter=author.id:A5101916711) · [20 citations](https://openalex.org/works?filter=author.id:A5101916711&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jyotika-singh/#papers) · [🔗 Cited 11 times in our library](https://md.research.elamur.ai/free/en/authors/jyotika-singh/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10407](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10407) 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=Jyotika+Singh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jyotika+Singh) · [dblp](https://dblp.org/search?q=Jyotika+Singh) · [ACL Anthology](https://aclanthology.org/search/?q=Jyotika+Singh) ## Affiliations [🏢**Oracle** Austin · United States 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/oracle/) 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 4 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/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jyotika-singh/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth](https://md.research.elamur.ai/free/en/papers/yuan-2026-barriers-discrete-reasoning-transformers-survey/)** *(2026 · 3 citations)* The survey asks why transformer models, despite strong results in language and vision, remain unreliable at exact symbolic work such as arithmetic, Boolean logic, parsing, and multi-step algorithmic composition. 2. **[MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation](https://md.research.elamur.ai/free/en/papers/singh-2026-mt-osc-path-llms-that/)** *(2026 · 3 citations)* LLMs perform noticeably worse when a task's instructions and context are spread across several dialogue turns. ## All works 7 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. **[Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth](https://md.research.elamur.ai/free/en/papers/yuan-2026-barriers-discrete-reasoning-transformers-survey/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Michelle Yuan, Weiyi Sun, Amir H. Rezaeian, et al.*2026 · 3 citations* 2. **[MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation](https://md.research.elamur.ai/free/en/papers/singh-2026-mt-osc-path-llms-that/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jyotika Singh, Fang Tu, Miguel Ballesteros, et al.*2026 · 3 citations* 3. **[RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks ↗](https://aclanthology.org/2025.emnlp-industry.10/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track · no summary yet**Amit Agarwal et al.*2025 · 3 citations* 4. **[GSM-SEM: Benchmark and Framework for Generating Semantically Variant Augmentations ↗](https://arxiv.org/abs/2605.07053) arXiv (Cornell University) · no summary yet**Jyotika Singh et al.*2026 · 1 citation* 5. **[DiffuMask: Diffusion Language Model for Token-level Prompt Pruning ↗](https://arxiv.org/abs/2604.06627) arXiv (Cornell University) · no summary yet**Caleb Zheng et al.*2026 · 1 citation* 6. **[Do Image–Text Metrics Respect Semantic Invariances? ↗](https://aclanthology.org/2026.findings-acl.1948/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Amit Agarwal et al.*2026* 7. **[JTPRO: A Joint Tool–Prompt Reflective Optimization Framework for Language Agents ↗](https://aclanthology.org/2026.findings-acl.2017/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Sandip Ghoshal et al.*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Michelle Yuan](https://md.research.elamur.ai/free/en/authors/michelle-yuan/) ×2 - [Miguel Ballesteros](https://md.research.elamur.ai/free/en/authors/miguel-ballesteros/) ×2 - [Sandip Ghoshal](https://md.research.elamur.ai/free/en/authors/sandip-ghoshal/) ×2 - [Weiyi Sun](https://md.research.elamur.ai/free/en/authors/weiyi-sun/) ×2 - [Yassine Benajiba](https://md.research.elamur.ai/free/en/authors/yassine-benajiba/) ×2 - [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) - [Sujith Ravi](https://md.research.elamur.ai/free/en/authors/sujith-ravi/) ## 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 ×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](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track ## Cited by Papers of our library cite their works 11 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/jyotika-singh/cited-by/). Updated 31 October 2026