Reasoning

Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NeurIPS 2024 Working Memory Identifies Reasoning Limits in Language Models EMNLP 2024 Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024 ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering EMNLP 2024 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles SemEval 2024 Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023 Abstract Argumentation Framework with Conditional Preferences AAAI 2023 Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices CVPR 2023 ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL 2023 Active Learning based Structural Inference ICML 2023 A Data Source for Reasoning Embodied Agents AAAI 2023 A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference NeurIPS 2023 ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023 Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023 Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023 Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023 Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023 A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023 Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ACL 2023 A Survey of Deep Learning for Mathematical Reasoning ACL 2023 Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023