Siddharth Karamcheti
Siddharth Karamcheti has 3 papers in our library, in 2019–2023, most of them on Vision & language; often with Douwe Kiela, Jason Weston, Alexander M. Rush.
OpenAlex · ORCID · Wikidata · h-index 15 · 34 works · 3,151 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 1,722 times in our library · 10 more in our library without a page yet · ⭐ Paper Stars ranking: #4322
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Vision & language · 1 work
Works by year
2020s
2010s
Papers
- Learning to Speak and Act in a Fantasy Text Adventure Game (2019 · 243 citations)
Most dialogue systems learn only from text and never connect words to a world they can perceive or change. - OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents (2023 · 197 citations)
High-performing vision-language systems such as Flamingo and KOSMOS-1 learn from web pages in which pictures and prose alternate. - Finding Generalizable Evidence by Learning to Convince Q&A Models (2019 · 43 citations)
The paper asks whether the passage sentences that best support an answer can be found automatically, and whether that evidence is useful beyond the model that produced it.
All works
- OpenVLA: An Open-Source Vision-Language-Action Model ↗arXiv:2406.09246 · no summary yetMoo Jin Kim et al.2024 · 254 citations
- Learning to Speak and Act in a Fantasy Text Adventure GamearXiv:1903.03094Jack Urbanek, Angela Fan, Siddharth Karamcheti, et al.2019 · 243 citations
- DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset ↗arXiv:2403.12945 · no summary yetAlexander Khazatsky et al.2024 · 234 citations
- Open X-Embodiment: Robotic Learning Datasets and RT-X Models ↗arXiv:2310.08864 · no summary yetEmbodiment Collaboration et al.2023 · 204 citations
- OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text DocumentsConference on Neural Information Processing Systems (NeurIPS)Hugo Laurençon, Lucile Saulnier, Leo Tronchon, et al.2023 · 197 citations
- Language-Driven Representation Learning for Robotics ↗arXiv:2302.12766 · no summary yetSiddharth Karamcheti et al.2023 · 88 citations
- Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetSiddharth Karamcheti et al.2021 · 79 citations
- No, to the Right ↗ACM/IEEE International Conference on Human-Robot Interaction (HRI) · no summary yetYuchen Cui et al.2023 · 61 citations
- Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models ↗arXiv (Cornell University) · no summary yetSiddharth Karamcheti et al.2024 · 51 citations
- Finding Generalizable Evidence by Learning to Convince Q&A ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Siddharth Karamcheti, Rob Fergus, et al.2019 · 43 citations
- Learning Adaptive Language Interfaces through Decomposition ↗Proceedings of the First Workshop on Interactive and Executable Semantic Parsing · no summary yetSiddharth Karamcheti, Dorsa Sadigh, Percy Liang2020 · 34 citations
- LILA: Language-Informed Latent Actions ↗arXiv (Cornell University) · no summary yetSiddharth Karamcheti et al.2021 · 9 citations
- Vocal Sandbox: Continual Learning and Adaptation for Situated Human-Robot Collaboration ↗arXiv (Cornell University) · no summary yetJennifer Grannen et al.2024 · 1 citation
Co-authors here
- Douwe Kiela ×3
- Jason Weston ×2
- Alexander M. Rush
- Amanpreet Singh
- Angela Fan
- Anton Lozhkov
- Arthur D. Szlam
- Emily Dinan
- Ethan Perez
- Hugo Laurençon
- Jack Urbanek
- Kyunghyun Cho
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2019
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
- ACM/IEEE International Conference on Human-Robot Interaction (HRI)
- Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Proceedings of the First Workshop on Interactive and Executable Semantic Parsing
Cited by
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