| 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 |
