Steven Bills
Steven Bills has 2 papers in our library, in 2009–2022, most of them on Information extraction, Knowledge graphs & ontologies; often with Dan Jurafsky, Jan Leike, Jeff Wu.
OpenAlex · h-index 5 · 6 works · 2,897 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 912 times in our library · ⭐ Paper Stars ranking: #873
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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 2Research subjects and languages the work is about.Information extraction · 1 workKnowledge graphs & ontologies · 1 work
💡 Concepts 2Key ideas and methods explained on our concept pages.Information extraction · 1 workNatural language processing · 1 work
Works by year
2020s
2000s
Papers
- Distant supervision for relation extraction without labeled data (2009 · 3,481 citations)
The paper addresses the automatic extraction of semantic relations between entities from text. Classical methods require a manually annotated corpus (e.g., ACE), so data are scarce and performance degrades outside the subject domain. The authors propose a distant supervision scheme in which the Freebase knowledge… - Self-critiquing models for assisting human evaluators (2022 · 228 citations)
Training models from human feedback works only when people can reliably judge model outputs, and that becomes harder as tasks grow more complex.
Co-authors here
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