| Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? | Aug 20, 2023 | Knowledge GraphsWorld Knowledge | CodeCode Available | 1 |
| Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition | Oct 8, 2020 | Question AnsweringWorld Knowledge | CodeCode Available | 1 |
| Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization | Aug 30, 2021 | Abstractive Text SummarizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement | Jan 21, 2025 | Synthetic Data GenerationWorld Knowledge | CodeCode Available | 1 |
| Imagine This! Scripts to Compositions to Videos | Apr 10, 2018 | RetrievalWorld Knowledge | CodeCode Available | 1 |
| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | Sep 9, 2021 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 |
| LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application | May 7, 2024 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| A Unified Encoder-Decoder Framework with Entity Memory | Oct 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 |
| Combo of Thinking and Observing for Outside-Knowledge VQA | May 10, 2023 | DecoderQuestion Answering | CodeCode Available | 1 |
| F-ViTA: Foundation Model Guided Visible to Thermal Translation | Apr 3, 2025 | Scene UnderstandingStyle Transfer | CodeCode Available | 1 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities | Jul 10, 2024 | counterfactualFact Checking | CodeCode Available | 1 |
| Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU | Oct 7, 2023 | Multi-task Language UnderstandingWorld Knowledge | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias | May 9, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 1 |
| FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification | Mar 18, 2025 | Combinatorial OptimizationContrastive Learning | CodeCode Available | 1 |
| Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language | Mar 1, 2021 | SentenceWorld Knowledge | CodeCode Available | 1 |
| CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models | Sep 27, 2024 | Reinforcement Learning (RL)World Knowledge | CodeCode Available | 1 |
| Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information | Nov 2, 2023 | ImputationKnowledge Graph Completion | CodeCode Available | 1 |
| Beyond Embeddings: The Promise of Visual Table in Visual Reasoning | Mar 27, 2024 | Representation LearningVisual Question Answering | CodeCode Available | 1 |
| LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content | Oct 14, 2024 | Visual Question Answering (VQA)World Knowledge | CodeCode Available | 1 |
| GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains | May 24, 2025 | geo-localizationVisual Reasoning | CodeCode Available | 1 |
| Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection | Apr 9, 2024 | Human-Object Interaction DetectionWorld Knowledge | CodeCode Available | 1 |
| Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training | Mar 19, 2025 | Image DehazingWorld Knowledge | CodeCode Available | 1 |
