reasoning model

A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026 DarkBench+: An Extended Benchmark for Evaluating Dark Patterns in Large Language Models AAAI 2026 Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026 Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs ACL 2026 Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features EACL 2026 Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models EACL 2026 Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026 Reasoning’s Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection EACL 2026 Sense and Sensitivity: “Reasoning” Models are More Robust, but can Diverge from Human Consensus in a Legal Interpretation Task CoNLL 2026 ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production NSDI 2026 Sycophantic Anchors: Localizing and Quantifying User Agreement in Reasoning Models ACL 2026 Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026 Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model AAAI 2026 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 Are the Reasoning Models Good at Automated Essay Scoring? EMNLP 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025 CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ACL 2025 CoTD-PO: Chain-of-Thought Distillation with Preference Optimization EMNLP 2025 DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025 Evaluation of QWEN-3 for English to Ukrainian Translation EMNLP 2025 FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models EMNLP 2025 How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025 KIKIS at WMT 2025 General Translation Task EMNLP 2025