{"total":21,"rows":[{"id":"2211.10435","title":"PAL: Program-aided Language Models","created":"2022-11-18","cited_by_count":652,"area":"lr"},{"id":"2305.12295","title":"Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning","created":"2023-05-20","cited_by_count":391,"area":"lr"},{"id":"2205.09712","title":"Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning","created":"2022-05-19","cited_by_count":334,"area":"lr"},{"id":"2311.05772","title":"ADaPT: As-Needed Decomposition and Planning with Language Models","created":"2023-11-08","cited_by_count":177,"area":"lr"},{"id":"2201.11473","title":"Reasoning Like Program Executors","created":"2022-01-27","cited_by_count":45,"area":"lr"},{"id":"2203.10316","title":"Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction","created":"2022-03-19","cited_by_count":44,"area":"lr"},{"id":"2303.14617","title":"Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases","created":"2023-03-26","cited_by_count":35,"area":"lr"},{"id":"2412.08972","title":"RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios","created":"2024-12-12","cited_by_count":27,"area":"lr"},{"id":"2403.16385","title":"Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA","created":"2024-03-25","cited_by_count":19,"area":"lr"},{"id":"2205.02593","title":"METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation","created":"2022-05-05","cited_by_count":17,"area":"lr"},{"id":"2209.07662","title":"NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning","created":"2022-09-16","cited_by_count":16,"area":"lr"},{"id":"2203.08992","title":"AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension","created":"2022-03-16","cited_by_count":8,"area":"lr"},{"id":"2203.10557","title":"A Neural-Symbolic Approach to Natural Language Understanding","created":"2022-03-20","cited_by_count":8,"area":"lr"},{"id":"2212.08607","title":"MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation","created":"2022-12-16","cited_by_count":7,"area":"lr"},{"id":"2312.17532","title":"Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception","created":"2023-12-29","cited_by_count":4,"area":"lr"},{"id":"2407.14562","title":"Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought","created":"2024-07-18","cited_by_count":4,"area":"lr"},{"id":"2207.01450","title":"Discourse-Aware Graph Networks for Textual Logical Reasoning","created":"2022-07-04","cited_by_count":2,"area":"lr"},{"id":"2402.12692","title":"FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning","created":"2024-02-20","cited_by_count":2,"area":"lr"},{"id":"2210.02703","title":"Teaching Neural Module Networks to Do Arithmetic","created":"2022-10-06","cited_by_count":1,"area":"lr"},{"id":"2305.14211","title":"Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database","created":"2023-05-23","cited_by_count":1,"area":"lr"},{"id":"2610.02549","title":"Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks","created":"2026-10-01","cited_by_count":0,"area":"lr"}],"next_cursor":null}