Eric Lehman
Eric Lehman has 2 papers in our library, in 2019–2020, most of them on Evaluation & benchmarks; often with Byron C. Wallace, Jay DeYoung, Caiming Xiong.
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📄 2 works in our library · 🔗 341 citations in our library · ⭐ Paper Star rank #2243
Concepts, shelves and topics
📚 Shelves 6 Artificial Intelligence · 2 works Arts and Humanities · 2 works Computer Science · 2 works Language and Linguistics · 2 works Biochemistry, Genetics and Molecular Biology · 1 work Molecular Biology · 1 work
🧭 Topics 1 Evaluation & benchmarks · 1 work
Works by year
2020s
2010s
Papers
- ERASER: A Benchmark to Evaluate Rationalized NLP Models (2020 · 821 citations)
Research on interpretable NLP models has used different tasks, datasets and evaluation criteria, so methods that justify their predictions are hard to compare. - Inferring Which Medical Treatments Work from Reports of Clinical Trials (2019 · 159 citations)
Clinical trial results are mostly published as prose. With more than a hundred RCT reports appearing each day, evidence-synthesis groups such as Cochrane cannot keep up. The authors define a task called "evidence inference." A system receives a full-text RCT article and a prompt naming an intervention, a comparator…
Co-authors here
- Byron C. Wallace ×2
- Jay DeYoung ×2
- Caiming Xiong
- Nazneen Fatema Rajani
- Regina Barzilay
- Richard Socher
- Sarthak Jain
Venues
- Annual Meeting of the Association for Computational…: 2020
- Conference of the North American Chapter of the Association…: 2019
Cited by
Updated
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