Artificial Intelligence › Core AI ›

Reasoning

2595 directly classified papers

Papers per year

Papers

It’s Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ACL 2024

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024

Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024

Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024

LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing SEMEVAL 2024

Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024

Large Language Models Can Learn Temporal Reasoning ACL 2024

Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024

ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ACL 2024

Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024

LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024

Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024

Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024

Towards Uncertainty-Aware Language Agent ACL 2024

Symbolic Reasoning Methods for AI Planning AAAI 2024

Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024

Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024

Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024

The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024