{"total":20,"rows":[{"id":"2209.09513","title":"Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering","created":"2022-09-20","cited_by_count":1919,"area":"lr"},{"id":"2210.09261","title":"Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them","created":"2022-10-17","cited_by_count":1807,"area":"lr"},{"id":"2310.01798","title":"Large Language Models Cannot Self-Correct Reasoning Yet","created":"2023-10-03","cited_by_count":1017,"area":"lr"},{"id":"2211.14275","title":"Solving math word problems with process- and outcome-based feedback","created":"2022-11-25","cited_by_count":901,"area":"lr"},{"id":"2406.06592","title":"Improve Mathematical Reasoning in Language Models by Automated Process Supervision","created":"2024-06-05","cited_by_count":441,"area":"lr"},{"id":"2308.11462","title":"LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models","created":"2023-08-20","cited_by_count":336,"area":"lr"},{"id":"2212.08061","title":"On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning","created":"2022-12-15","cited_by_count":194,"area":"lr"},{"id":"2203.08410","title":"Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again","created":"2022-03-16","cited_by_count":83,"area":"lr"},{"id":"2402.00559","title":"A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains","created":"2024-02-01","cited_by_count":65,"area":"lr"},{"id":"2209.08141","title":"Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models","created":"2022-09-16","cited_by_count":14,"area":"lr"},{"id":"2410.16676","title":"CausalEval: Towards Better Causal Reasoning in Language Models","created":"2024-10-22","cited_by_count":13,"area":"lr"},{"id":"2304.01665","title":"Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks","created":"2023-04-04","cited_by_count":12,"area":"lr"},{"id":"2503.02382","title":"An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning","created":"2025-03-04","cited_by_count":12,"area":"lr"},{"id":"2411.01101","title":"Self-Consistency Falls Short! The Adverse Effects of Positional Bias on Long-Context Problems","created":"2024-11-02","cited_by_count":7,"area":"lr"},{"id":"2502.13119","title":"STEER-ME: Assessing the Microeconomic Reasoning of Large Language Models","created":"2025-02-18","cited_by_count":7,"area":"lr"},{"id":"2310.11721","title":"Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding","created":"2023-10-18","cited_by_count":4,"area":"lr"},{"id":"2506.17251","title":"Training-free LLM Verification via Recycling Few-shot Examples","created":"2025-06-08","cited_by_count":4,"area":"lr"},{"id":"2605.01325","title":"Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance","created":"2026-05-02","cited_by_count":4,"area":"lr"},{"id":"2601.17376","title":"Diversified Scaling Inference in Time Series Foundation Models","created":"2026-01-24","cited_by_count":3,"area":"lr"},{"id":"2405.03010","title":"High Order Reasoning for Time Critical Recommendation in Evidence-based Medicine","created":"2024-05-05","cited_by_count":0,"area":"lr"}],"next_cursor":null}