Dhananjay Ram
Dhananjay Ram has 2 papers in our library, in 2018–2026, most of them on Machine translation, Language models & pretraining, Reasoning; often with James Henderson, Lesly Miculicich, Nikolaos Pappas.
OpenAlex · ORCID · Wikidata · h-index 9 · 30 works · 451 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 172 times in our library · ⭐ Paper Stars ranking: #4804
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.Machine translation · 1 workEfficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
2010s
Papers
- Document-Level Neural Machine Translation with Hierarchical Attention Networks (2018 · 415 citations)
Standard NMT systems translate each sentence in isolation. This ignores discourse links and can hurt the cohesion of a translated document. The authors add document context to a Transformer through a hierarchical attention network (HAN) that reuses the model's own hidden states from the k previous sentences instead… - Reinforcement-aware Knowledge Distillation for LLM Reasoning (2026 · 13 citations)
Long chain-of-thought reasoning models trained with RL are expensive to run, so practitioners distill them into smaller students.
Co-authors here
- James Henderson
- Lesly Miculicich
- Nikolaos Pappas
- Shuo Yang
- Stefano Soatto
- Wei Xia
- Yantao Shen
- Yuting Zhang
- Zhaoyang Zhang
- Zhuowen Tu
Venues
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