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logic reasoning

23 papers

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Co-occurring keywords

large language model (13587) neuro-symbolic reasoning (74) question answering (2963) reasoning capability (99) logic programming (50) fallacy detection (20) faithful reasoning (13) neural network (6616) min-degree interpolator (2) boolean function (44)

Papers

Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining AAAI 2026
Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles AAAI 2026
SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models EMNLP 2025
NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025
LLMSR@XLLM25: SWRV: Empowering Self-Verification of Small Language Models through Step-wise Reasoning and Verification ACL 2025
FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025
CrossVTON: Mimicking the Logic Reasoning on Cross-Category Virtual Try-On Guided by Tri-Zone Priors IJCAI 2025
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ACL 2025
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024
PAGED: A Benchmark for Procedural Graphs Extraction from Documents ACL 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation COLING 2024
Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024
Generalization on the Unseen, Logic Reasoning and Degree Curriculum JMLR 2024
Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024
Interpretable Multimodal Misinformation Detection with Logic Reasoning ACL 2023
Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning ACL 2023
Generalization on the Unseen, Logic Reasoning and Degree Curriculum ICML 2023
Neural-Logic Human-Object Interaction Detection NIPS 2023
The Candide model: How narratives emerge where observations meet beliefs ACL 2023
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
Neural Unification for Logic Reasoning over Natural Language EMNLP 2021
Differentiable Reasoning on Large Knowledge Bases and Natural Language AAAI 2020
JEC-QA: A Legal-Domain Question Answering Dataset AAAI 2020