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Automated Reasoning

843 papers

Papers per year

3
83
118
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Papers

Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems AACL 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
Logical Inference for Counting on Semi-structured Tables ACL 2022
Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ACL 2022
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ACL 2022
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022
Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking ACL 2022
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic Embeddings ACL 2022
Case-Based Abductive Natural Language Inference COLING 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022
DCT-Centered Temporal Relation Extraction COLING 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022
Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022