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Reasoning

2595 directly classified papers

Papers per year

Papers

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023

Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms EMNLP 2023

Large Language Models Can Self-Improve EMNLP 2023

Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023

How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023

QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023

Probabilistic Generalization of Backdoor Trees with Application to SAT AAAI 2023

Fast Converging Anytime Model Counting AAAI 2023

Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023

Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023

Improving Unsupervised Visual Program Inference with Code Rewriting Families ICCV 2023

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023

Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension EMNLP 2023

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements EMNLP 2023

LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023

Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices CVPR 2023

Simplified Risk-aware Decision Making with Belief-dependent Rewards in Partially Observable Domains (Extended Abstract) IJCAI 2023

Memory-Limited Model-Based Diagnosis (Extended Abstract) IJCAI 2023

ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023

LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023

NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023

Multi-Level Compositional Reasoning for Interactive Instruction Following AAAI 2023

Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023

Therbligs in Action: Video Understanding Through Motion Primitives CVPR 2023