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| 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 |
| Understanding Long Videos with Multimodal Language Models | Mar 25, 2024 | Action RecognitionFine-grained Action Recognition | CodeCode Available | 2 |
| ChatDBG: Augmenting Debugging with Large Language Models | Mar 25, 2024 | C++ codeNavigate | CodeCode Available | 5 |
| 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 |
| Embodied LLM Agents Learn to Cooperate in Organized Teams | Mar 19, 2024 | Decision MakingHuman Agent Collaboration | CodeCode Available | 2 |
| 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 |
| Unified Source-Free Domain Adaptation | Mar 12, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 3 |
| Can LLMs' Tuning Methods Work in Medical Multimodal Domain? | Mar 11, 2024 | Transfer LearningWorld Knowledge | CodeCode Available | 1 |
| MeaCap: Memory-Augmented Zero-shot Image Captioning | Mar 6, 2024 | Caption GenerationImage Captioning | CodeCode Available | 2 |
| Towards Efficient and Effective Unlearning of Large Language Models for Recommendation | Mar 6, 2024 | World Knowledge | CodeCode Available | 1 |
| 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 |
| LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma | Mar 1, 2024 | DescriptiveIn-Context Learning | —Unverified | 0 |
| Word Order and World Knowledge | Mar 1, 2024 | World Knowledge | CodeCode Available | 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 |
| Learning or Self-aligning? Rethinking Instruction Fine-tuning | Feb 28, 2024 | World Knowledge | CodeCode Available | 1 |
| ICE-SEARCH: A Language Model-Driven Feature Selection Approach | Feb 28, 2024 | Diabetes PredictionDisease Prediction | —Unverified | 0 |