Sophia Simeng Han

Venues

Frequent coauthors

Papers

1. Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics
   ACL 2026 ·

   Jinu Lee

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2. GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
   AAAI 2026 ·

   Jiale Fu

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3. Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
   ACL 2026 ·

   Yuan Sui

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4. CourtReasoner: Can LLM Agents Reason Like Judges?
   EMNLP 2025 · Sophia Simeng Han
5. Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
   NeurIPS 2025 · Sophia Simeng Han
6. Measuring what Matters: Construct Validity in Large Language Model Benchmarks
   NeurIPS 2025 ·

   Andrew M. Bean

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7. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
   NAACL 2024 ·

   Yixin Liu

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8. FOLIO: Natural Language Reasoning with First-Order Logic
   EMNLP 2024 · Simeng Han
9. P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
   EMNLP 2024 · Simeng Han