Reasoning

Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024 SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SemEval 2024 SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense SemEval 2024 Sequential Model-Based Diagnosis by Systematic Search (Abstract Reprint) AAAI 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Simulation of Graph Algorithms with Looped Transformers ICML 2024 Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024 Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024 Socio-political Events of Conflict and Unrest: A Survey of Available Datasets EACL 2024 SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024 SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024 SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NeurIPS 2024 Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions AAAI 2024 STEER: Assessing the Economic Rationality of Large Language Models ICML 2024 Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? EMNLP 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 Strong hallucinations from negation and how to fix them ACL 2024 Structural Inference of Dynamical Systems with Conjoined State Space Models NeurIPS 2024 Structured Chemistry Reasoning with Large Language Models ICML 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation EMNLP 2024 Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning NeurIPS 2024