| Analyzing Multiple-Choice Reading and Listening Comprehension Tests | Jul 3, 2023 | Multiple-choiceReading Comprehension | —Unverified | 0 |
| Social World Knowledge: Modeling and Applications | Jun 28, 2023 | Entity EmbeddingsWord Embeddings | —Unverified | 0 |
| Surfer: Progressive Reasoning with World Models for Robotic Manipulation | Jun 20, 2023 | Decision MakingMuJoCo | —Unverified | 0 |
| Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models | Jun 19, 2023 | Music RecommendationRecommendation Systems | CodeCode Available | 1 |
| KoLA: Carefully Benchmarking World Knowledge of Large Language Models | Jun 15, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation | Jun 14, 2023 | AttributeKnowledge Graphs | —Unverified | 0 |
| Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning | Jun 13, 2023 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| The Effect of Masking Strategies on Knowledge Retention by Language Models | Jun 12, 2023 | Information RetrievalQuestion Answering | CodeCode Available | 0 |
| DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data | Jun 9, 2023 | World Knowledge | CodeCode Available | 0 |
| How Can Recommender Systems Benefit from Large Language Models: A Survey | Jun 9, 2023 | EthicsFeature Engineering | CodeCode Available | 3 |
| RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit | Jun 8, 2023 | Answer GenerationFact Checking | CodeCode Available | 2 |
| M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning | Jun 7, 2023 | World Knowledge | —Unverified | 0 |
| Causal interventions expose implicit situation models for commonsense language understanding | Jun 6, 2023 | World Knowledge | CodeCode Available | 0 |
| Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks | Jun 6, 2023 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach | Jun 6, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models? | May 31, 2023 | Common Sense ReasoningFew-Shot Learning | —Unverified | 0 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge | May 30, 2023 | Answer SelectionQuestion Answering | —Unverified | 0 |
| Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning | May 29, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Direct Preference Optimization: Your Language Model is Secretly a Reward Model | May 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 6 |
| Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open Worlds | May 27, 2023 | Task PlanningWorld Knowledge | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Mitigating Temporal Misalignment by Discarding Outdated Facts | May 24, 2023 | Question AnsweringRetrieval | CodeCode Available | 0 |
| Meta-Learning Online Adaptation of Language Models | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EXnet: Efficient In-context Learning for Data-less Text classification | May 24, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
