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Reasoning

2595 directly classified papers

Papers per year

Papers

Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024

Complexity of Credulous and Skeptical Acceptance in Epistemic Argumentation Framework AAAI 2024

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024

ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024

Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024

Scalable Enumeration of Trap Spaces in Boolean Networks via Answer Set Programming AAAI 2024

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024

MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024

LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024

Inference to the Best Explanation in Large Language Models ACL 2024

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024

Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ACL 2024

TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024

Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024

Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models CVPR 2024

How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024

Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning AAAI 2024

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024

When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024

Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024

Exploring Chain-of-Thought for Multi-modal Metaphor Detection ACL 2024

ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024

DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024