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Reasoning

2595 directly classified papers

Papers per year

Papers

Selene: Pioneering Automated Proof in Software Verification ACL 2024

Inference to the Best Explanation in Large Language Models ACL 2024

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

Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024

Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024

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

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

Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024

Understanding and Patching Compositional Reasoning in LLMs ACL 2024

Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024

NumDecoders at SemEval-2024 Task 7: FlanT5 and GPT enhanced with CoT for Numerical Reasoning SEMEVAL 2024

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

PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024

Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024

It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ACL 2024

Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024

FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ACL 2024

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

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024

Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024

Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation AAAI 2024

Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ACL 2024

EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024