conftrace_

reverse reasoning

4 papers

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Co-occurring keywords · papers mentioning both

preference-guided learning (1) meta-cognitive mechanism (1) large language model (1) bidirectional reasoning (1) forward reasoning (1) thought chain (1) goal-oriented constraint (1) spatial deformation reasoning (1) spatial reasoning ability (1) chain of thought (1)

Papers

Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models ACL 2026 Reason from Future: Reverse Thought Chain Enhances LLM Reasoning ACL 2025 Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025 When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning EMNLP 2025