Kristian J Hammond
Kristian J Hammond has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Reasoning, Code & programming languages; often with Michael Glass, Rajiv Jain, Sarah B. Lawsky.
OpenAlex · ORCID · Wikidata · h-index 27 · 203 works · 5,203 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #12534
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPolitical Science and International Relations · 1 workSocial Sciences · 1 work
🧭 Topics 5Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLegal AI · 1 workReasoning · 1 workCode & programming languages · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- OpenExempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on Demand (2026 · 2 citations)
Static legal question-answer benchmarks are costly to annotate. They also reduce model behaviour to one accuracy number, which makes it hard to tell which reasoning skill actually failed. OpenExempt tackles this with a generator built on U.S. Bankruptcy Code (Title 11) asset-exemption law. Legal experts encoded… - Mixed-Policy GRPO for Text-to-SQL with Off-Policy Data Generation (2026)
The paper targets a known weakness of GRPO-based reinforcement learning for text-to-SQL. Because GRPO trains only on samples from the model's current policy, it tends to reinforce reasoning the model already has instead of teaching new strategies. The authors bring mixed-policy GRPO, previously studied mainly for…
All works
- A user-centered approach to developing an AI system analyzing U.S. federal court data ↗Artificial Intelligence and Law (Springer) · no summary yetRachel F. Adler et al.2022 · 12 citations
- OpenExempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on DemandFindings of the Association for Computational LinguisticsSergio Servantez, Sarah B. Lawsky, Rajiv Jain, et al.2026 · 2 citations
- Mixed-Policy GRPO for Text-to-SQL with Off-Policy Data GenerationWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraMarko Sterbentz, Michael Glass, Nhan H Pham, et al.2026
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era: Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026
- Artificial Intelligence and Law (Springer)
Cited by
Updated
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