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Reasoning

2595 directly classified papers

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Papers

Grounding Meaning Representation for Situated Reasoning IJCNLP 2022
Procedural Text Understanding via Scene-Wise Evolution AAAI 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022
Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic AAAI 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022
Propositional Encodings of Acyclicity and Reachability by Using Vertex Elimination AAAI 2022
TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022
ApproxASP – a Scalable Approximate Answer Set Counter AAAI 2022
Towards Fine-Grained Reasoning for Fake News Detection AAAI 2022
From Actions to Programs as Abstract Actual Causes AAAI 2022
Two Compacted Models for Efficient Model-Based Diagnosis AAAI 2022
Deconfounded Visual Grounding AAAI 2022
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? IJCNLP 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
Discourse Parsing Enhanced by Discourse Dependence Perception IJCNLP 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision IJCNLP 2022
Neural Machine Translation for Fact-checking Temporal Claims ACL 2022
OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL 2022