Artificial Intelligence › Core AI ›

Reasoning

2595 directly classified papers

Papers per year

Papers

Compositional Neural Logic Programming IJCAI 2021

Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021

Toward Diverse Precondition Generation ACL 2021

Reconciling Rewards with Predictive State Representations IJCAI 2021

NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ACL 2021

Generating Hypothetical Events for Abductive Inference ACL 2021

LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021

Exploring Listwise Evidence Reasoning with T5 for Fact Verification ACL 2021

Verifying Reinforcement Learning up to Infinity IJCAI 2021

Lifting Symmetry Breaking Constraints with Inductive Logic Programming IJCAI 2021

Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021

TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021

DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations ACL 2021

A Neural Transition-based Model for Argumentation Mining ACL 2021

Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and Mechanism IJCAI 2021

Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021

ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021

BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021

OTTers: One-turn Topic Transitions for Open-Domain Dialogue ACL 2021

Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots IJCAI 2021

Choice Logics and Their Computational Properties IJCAI 2021

Computing Optimal Hypertree Decompositions with SAT IJCAI 2021

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021

Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021

Learning Implicitly with Noisy Data in Linear Arithmetic IJCAI 2021