Reasoning

Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024 Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers WACV 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought AAAI 2024 ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos NeurIPS 2024 RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches SemEval 2024 Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024 RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis ICML 2024 Robotic Control via Embodied Chain-of-Thought Reasoning CoRL 2024 Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024 SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024 Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024 SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024 Scalable Enumeration of Trap Spaces in Boolean Networks via Answer Set Programming AAAI 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ICML 2024 Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024 SDMTR: A Brain-inspired Transformer for Relation Inference AISTATS 2024 SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers NeurIPS 2024 Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024 SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL 2024 Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding EMNLP 2024 Selene: Pioneering Automated Proof in Software Verification ACL 2024 Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ACL 2024