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Reasoning

2595 directly classified papers

Papers per year

Papers

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

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024

ESCoT: Towards Interpretable Emotional Support Dialogue Systems ACL 2024

Selene: Pioneering Automated Proof in Software Verification ACL 2024

CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024

Conditional and Modal Reasoning in Large Language Models 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

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024

AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024

Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP 2024

CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024

FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024

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

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

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024

Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP 2024

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

Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization SEMEVAL 2024