logical reasoning

298 papers

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Co-occurring keywords

large language model (12755) natural language inference (1278) benchmark evaluation (1539) knowledge graph (1795) first-order logic (168) question answering (2904) symbolic reasoning (184) language model (4573) deductive reasoning (56) neural network (6616)

Papers

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NIPS 2022

Abductive Learning with Ground Knowledge Base IJCAI 2021

Knowledge Informed Semantic Parsing for Conversational Question Answering ACL 2021

RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021

BiQuAD: Towards QA based on deeper text understanding ACL 2021

BiQuAD: Towards QA based on deeper text understanding IJCNLP 2021

Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NIPS 2021

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

Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021

SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NIPS 2021

Neural Unification for Logic Reasoning over Natural Language EMNLP 2021

Techniques for Symbol Grounding with SATNet NIPS 2021

Flexible Generation of Natural Language Deductions EMNLP 2021

DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021

Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021

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

Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021

Measuring Systematic Generalization in Neural Proof Generation with Transformers NIPS 2020

ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion AAAI 2020

Commonsense Reasoning to Guide Deep Learning for Scene Understanding (Extended Abstract) IJCAI 2020

Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs NIPS 2020

Ontology Reasoning with Deep Neural Networks (Extended Abstract) IJCAI 2020

IKBT: Solving Symbolic Inverse Kinematics with Behavior Tree (Extended Abstract) IJCAI 2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020