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Reasoning

2595 directly classified papers

Papers per year

Papers

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

Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024

Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024

Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024

Harnessing Toulmin’s theory for zero-shot argument explication ACL 2024

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024

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

SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SEMEVAL 2024

Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024

Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024

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

Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024

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

PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models COLING 2024

ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024

What Do Language Models Learn in Context? The Structured Task Hypothesis. ACL 2024

Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024

Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024

Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024