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Reasoning

2595 directly classified papers

Papers per year

Papers

SMT-based Safety Checking of Parameterized Multi-Agent Systems AAAI 2021

Parameterized Complexity of Logic-Based Argumentation in Schaefer's Framework AAAI 2021

Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and Characterizations AAAI 2021

Principled Exploration via Optimistic Bootstrapping and Backward Induction ICML 2021

A large-scale benchmark for few-shot program induction and synthesis ICML 2021

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021

GENSYNTH: Synthesizing Datalog Programs without Language Bias AAAI 2021

Focused Inference and System P AAAI 2021

Ordinal Historical Dependence in Graphical Event Models with Tree Representations AAAI 2021

Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021

Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021

GraphMR: Graph Neural Network for Mathematical Reasoning EMNLP 2021

Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021

Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021

How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI EMNLP 2021

On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021

Numerical reasoning in machine reading comprehension tasks: are we there yet? EMNLP 2021

Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021

Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations EMNLP 2021

Compositional Generalization via Semantic Tagging EMNLP 2021

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension EMNLP 2021

An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021

Do pretrained transformers infer telicity like humans? EMNLP 2021

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021

Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021