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| Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization | Apr 2, 2024 | MemorizationOpen-Domain Question Answering | —Unverified | 0 |
| LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations | Mar 31, 2024 | Recommendation SystemsRe-Ranking | CodeCode Available | 0 |
| EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs | Mar 30, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Enhancing Content-based Recommendation via Large Language Model | Mar 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces | Mar 28, 2024 | Data SummarizationWorld Knowledge | —Unverified | 0 |
| Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent | Mar 28, 2024 | World Knowledge | CodeCode Available | 0 |
| Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation | Mar 27, 2024 | Common Sense ReasoningWorld Knowledge | CodeCode Available | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| Large Language Models Enhanced Collaborative Filtering | Mar 26, 2024 | Collaborative FilteringIn-Context Learning | —Unverified | 0 |
| Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning | Mar 22, 2024 | Few-Shot Stance DetectionIn-Context Learning | CodeCode Available | 0 |
| Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models | Mar 21, 2024 | SentenceWorld Knowledge | CodeCode Available | 0 |
| Informed Spectral Normalized Gaussian Processes for Trajectory Prediction | Mar 18, 2024 | Autonomous DrivingContinual Learning | —Unverified | 0 |
| EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents | Mar 18, 2024 | Reinforcement Learning (RL)World Knowledge | —Unverified | 0 |
| RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions | Mar 16, 2024 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM | Mar 12, 2024 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
| Language Guided Exploration for RL Agents in Text Environments | Mar 5, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs | Mar 4, 2024 | Fake News DetectionImage Manipulation | —Unverified | 0 |
| Cognition is All You Need -- The Next Layer of AI Above Large Language Models | Mar 4, 2024 | AllWorld Knowledge | —Unverified | 0 |
| Word Order and World Knowledge | Mar 1, 2024 | World Knowledge | CodeCode Available | 0 |
| LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma | Mar 1, 2024 | DescriptiveIn-Context Learning | —Unverified | 0 |
| EyeGPT: Ophthalmic Assistant with Large Language Models | Feb 29, 2024 | Retrieval-augmented GenerationWorld Knowledge | —Unverified | 0 |
| AKEW: Assessing Knowledge Editing in the Wild | Feb 29, 2024 | Articlescounterfactual | CodeCode Available | 0 |
| ICE-SEARCH: A Language Model-Driven Feature Selection Approach | Feb 28, 2024 | Diabetes PredictionDisease Prediction | —Unverified | 0 |
| PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering | Feb 26, 2024 | Question AnsweringRetrieval | —Unverified | 0 |