David Peng
David Peng has 2 papers in our library, in 2021–2022, most of them on Reasoning, English; often with Hailey Schoelkopf, Roxana Girju, Simeng Han.
OpenAlex · h-index 2 · 3 works · 59 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 187 citations in our library · ⭐ Paper Star rank #4578
Affiliations
Concepts, shelves and topics
📚 Shelves 6 Arts and Humanities · 2 works Language and Linguistics · 2 works Artificial Intelligence · 1 work Computer Science · 1 work Experimental and Cognitive Psychology · 1 work Psychology · 1 work
🧭 Topics 2 Reasoning · 1 work English · 1 work
Works by year
2020s
Papers
- FOLIO: Natural Language Reasoning with First-Order Logic (2022 · 217 citations)
Current benchmarks for logical reasoning in language models tend to be synthetic, use small vocabularies, involve shallow reasoning, or mix logic with other skills such as commonsense. - Exploring the Sensory Spaces of English Perceptual Verbs in Natural Language Data (2021 · 1 citation)
The paper asks how English text encodes sensory experience. It focuses on the most frequent perception verbs and splits them along two axes. The first is an Agentive vs. Experiential contrast: look/see, listen/hear and touch/feel. The second is the five sense modalities, with smell and taste standing alone because…
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