| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification | Jul 5, 2023 | Event ExpansionWorld Knowledge | CodeCode Available | 1 | 5 |
| Paragraph-level Commonsense Transformers with Recurrent Memory | Oct 4, 2020 | SentenceWorld Knowledge | CodeCode Available | 1 | 5 |
| Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement | Jan 21, 2025 | Synthetic Data GenerationWorld Knowledge | CodeCode Available | 1 | 5 |
| FELM: Benchmarking Factuality Evaluation of Large Language Models | Oct 1, 2023 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection | Apr 9, 2024 | Human-Object Interaction DetectionWorld Knowledge | CodeCode Available | 1 | 5 |
| FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification | Mar 18, 2025 | Combinatorial OptimizationContrastive Learning | CodeCode Available | 1 | 5 |
| OpenMix: Exploring Outlier Samples for Misclassification Detection | Mar 30, 2023 | World Knowledge | CodeCode Available | 1 | 5 |
| ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics | Oct 27, 2022 | Machine TranslationTranslation | CodeCode Available | 1 | 5 |
| CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge | Nov 2, 2018 | Common Sense ReasoningMultiple-choice | CodeCode Available | 1 | 5 |
| Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training | Mar 19, 2025 | Image DehazingWorld Knowledge | CodeCode Available | 1 | 5 |
| Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers | May 24, 2020 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 1 | 5 |
| Common Sense Enhanced Knowledge-based Recommendation with Large Language Model | Mar 27, 2024 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias | May 9, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective | Mar 27, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language | Mar 1, 2021 | SentenceWorld Knowledge | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information | Nov 2, 2023 | ImputationKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Beyond Embeddings: The Promise of Visual Table in Visual Reasoning | Mar 27, 2024 | Representation LearningVisual Question Answering | CodeCode Available | 1 | 5 |
| A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models | Apr 22, 2024 | BenchmarkingWorld Knowledge | CodeCode Available | 1 | 5 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 | 5 |
| A Unified Encoder-Decoder Framework with Entity Memory | Oct 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 | 5 |
| O^2-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering | May 22, 2025 | Answer GenerationOpen-Ended Question Answering | CodeCode Available | 1 | 5 |
| Combo of Thinking and Observing for Outside-Knowledge VQA | May 10, 2023 | DecoderQuestion Answering | CodeCode Available | 1 | 5 |
| Off-Policy General Value Functions to Represent Dynamic Role Assignments in RoboCup 3D Soccer Simulation | Feb 18, 2014 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token | Dec 9, 2024 | World Knowledge | CodeCode Available | 1 | 5 |
| An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Dec 24, 2024 | graph constructionQuantization | CodeCode Available | 1 | 5 |
| Dense X Retrieval: What Retrieval Granularity Should We Use? | Dec 11, 2023 | RetrievalSentence | CodeCode Available | 1 | 5 |
| Retrieval-Augmented Machine Translation with Unstructured Knowledge | Dec 5, 2024 | Knowledge GraphsMachine Translation | CodeCode Available | 1 | 5 |
| Knowledge Verification to Nip Hallucination in the Bud | Jan 19, 2024 | HallucinationWorld Knowledge | CodeCode Available | 1 | 5 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 | 5 |
| Explaining Question Answering Models through Text Generation | Apr 12, 2020 | Question AnsweringText Generation | CodeCode Available | 1 | 5 |
| Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement | Sep 17, 2024 | Active LearningDiversity | CodeCode Available | 1 | 5 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Mixture of Low-rank Experts for Transferable AI-Generated Image Detection | Apr 7, 2024 | Descriptiveparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization | Aug 30, 2021 | Abstractive Text SummarizationReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds | May 27, 2023 | Task PlanningWorld Knowledge | CodeCode Available | 1 | 5 |
| Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach | Jun 6, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 1 | 5 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | Sep 9, 2021 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 | 5 |
| Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models | Nov 15, 2023 | World Knowledge | CodeCode Available | 1 | 5 |
| Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets | Jan 29, 2024 | BenchmarkingMachine Translation | CodeCode Available | 1 | 5 |
| Meta-Learning Online Adaptation of Language Models | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models | May 15, 2024 | AI AgentWorld Knowledge | CodeCode Available | 1 | 5 |
| Do PLMs Know and Understand Ontological Knowledge? | Sep 12, 2023 | Logical ReasoningMemorization | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Breaking NLI Systems with Sentences that Require Simple Lexical Inferences | May 6, 2018 | World Knowledge | CodeCode Available | 1 | 5 |
| Is ChatGPT a Good Recommender? A Preliminary Study | Apr 20, 2023 | Recommendation SystemsWorld Knowledge | CodeCode Available | 1 | 5 |
