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Reasoning

2595 directly classified papers

Papers per year

Papers

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024

FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting SEMEVAL 2024

Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NIPS 2024

DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking CVPR 2024

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024

A Theoretical Understanding of Self-Correction through In-context Alignment NIPS 2024

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024

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

Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data AAAI 2024

Sequential Model-Based Diagnosis by Systematic Search (Abstract Reprint) AAAI 2024

Mimicking Behaviors in Separated Domains (Abstract Reprint) AAAI 2024

Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint) AAAI 2024

IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SEMEVAL 2024

Towards Robust Visual Understanding: from Recognition to Reasoning AAAI 2024

Integrated Systems for Computational Scientific Discovery AAAI 2024

A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs AAAI 2024

Omega-Regular Decision Processes AAAI 2024

Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024

The Impact of Reasoning Step Length on Large Language Models ACL 2024

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024

Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree EMNLP 2024

Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models EMNLP 2024

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024

Theory of Mind: A Familiar Aspect of Humanity to Give Machines AAAI 2023

Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023