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Reasoning

2595 directly classified papers

Papers per year

Papers

ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024

GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach ACL 2024

Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024

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

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

Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ACL 2024

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024

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

VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024

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

Strong hallucinations from negation and how to fix them ACL 2024

VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection SEMEVAL 2024

OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models ACL 2024

BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024

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

Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024

LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024

Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024

Understanding and Patching Compositional Reasoning in LLMs ACL 2024

Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering CVPR 2024

VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024

Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection CVPR 2024

Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024

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