Rishi Ravikumar
Rishi Ravikumar has 2 papers in our library, in 2026, most of them on Information extraction, Language models & pretraining; often with Riza Batista-Navarro.
OpenAlex · h-index 1 · 9 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2 times in our library · ⭐ Paper Stars ranking: #10983
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information extraction · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction (2026 · 2 citations)
LLM-based information extraction systems are usually fine-tuned to produce one output format, often picked by habit. The authors test whether this choice matters. Their framework covers three sequence-labelling tasks, each with two benchmarks: - When Tasks Share Structure: A Comparative Study of Training Strategies for Generative Event Extraction (2026 · 1 citation)
Event extraction usually breaks into two subtasks: event detection (ED) locates trigger words and assigns each an event type, while event argument extraction (EAE) identifies participants and the roles they play.
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Workshop on Event Extraction and Understanding: Challenges and Applications: Workshop on Event Extraction and Understanding: Challenges and Applications 2026
Cited by
Updated
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