conftrace_

reasoning complexity

8 papers

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Co-occurring keywords · papers mentioning both

chain-of-thought reasoning (2) multitask language understanding (1) llm performance (1) workflow annotation (1) problem synthesis (1) fine-tuning sample order (1) training data ordering (1) adaptive reasoning graph (1) benchmark extension (1) gsm-∞ benchmark (1)

Papers

Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract) AAAI 2026 JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics AAAI 2026 MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy AAAI 2026 ACCORD: Closing the Commonsense Measurability Gap NAACL 2025 GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? ICML 2025 DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph NeurIPS 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 On the Empirical Complexity of Reasoning and Planning in LLMs EMNLP 2024