| HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models | Sep 6, 2023 | General KnowledgeLogical Reasoning | CodeCode Available | 1 | 5 |
| Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World | Oct 16, 2023 | Few-Shot LearningForm | CodeCode Available | 1 | 5 |
| Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation | Dec 24, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 1 | 5 |
| GLoRE: Evaluating Logical Reasoning of Large Language Models | Oct 13, 2023 | Logical ReasoningNatural Language Understanding | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Discriminative Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 | 5 |
| GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models | Oct 7, 2024 | GSM8KLogical Reasoning | CodeCode Available | 1 | 5 |
| Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs | Oct 22, 2020 | Complex Query AnsweringKnowledge Graphs | CodeCode Available | 1 | 5 |
| A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners | Jun 16, 2024 | Logical Reasoning | CodeCode Available | 1 | 5 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 | 5 |
| Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models | Mar 3, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 | 5 |
| BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs | May 18, 2025 | Logical Reasoning | CodeCode Available | 1 | 5 |
| Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation | May 27, 2025 | Large Language ModelLogical Reasoning | CodeCode Available | 1 | 5 |
| DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy | Oct 28, 2023 | Logical Reasoning | CodeCode Available | 1 | 5 |
| DAGN: Discourse-Aware Graph Network for Logical Reasoning | Mar 26, 2021 | Logical ReasoningSentence | CodeCode Available | 1 | 5 |
| From LSAT: The Progress and Challenges of Complex Reasoning | Aug 2, 2021 | Few-Shot LearningLogical Reasoning | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond | Jun 16, 2023 | BenchmarkingEvidence Selection | CodeCode Available | 1 | 5 |
| Deductive Verification of Chain-of-Thought Reasoning | Jun 6, 2023 | Logical Reasoning | CodeCode Available | 1 | 5 |
| ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers | Oct 13, 2021 | Logical ReasoningQuestion Answering | CodeCode Available | 1 | 5 |
| Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 | 5 |
| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding | Jul 11, 2024 | EEGLanguage Modeling | CodeCode Available | 1 | 5 |
| AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension | Mar 16, 2022 | Logical ReasoningMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Automatic Curriculum Expert Iteration for Reliable LLM Reasoning | Oct 10, 2024 | HallucinationLogical Reasoning | CodeCode Available | 1 | 5 |
