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

Do PLMs Know and Understand Ontological Knowledge? ACL 2023

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023

NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs AAAI 2023

Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models EMNLP 2023

Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023

Logical Implications for Visual Question Answering Consistency CVPR 2023

LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023

Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023

KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023

Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning ACL 2023

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023

Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023

Explicit Planning Helps Language Models in Logical Reasoning EMNLP 2023

LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NIPS 2023

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023

LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering NIPS 2023

IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023

On the Paradox of Learning to Reason from Data IJCAI 2023

Large Language Models are Better Reasoners with Self-Verification EMNLP 2023

Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023

It Ain’t Over: A Multi-aspect Diverse Math Word Problem Dataset EMNLP 2023