| Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning | Aug 30, 2024 | Causal Language ModelingContinual Learning | —Unverified | 0 |
| Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis | Aug 27, 2024 | BenchmarkingLarge Language Model | —Unverified | 0 |
| Exploring the Potential of Large Language Models for Heterophilic Graphs | Aug 26, 2024 | Node ClassificationWorld Knowledge | —Unverified | 0 |
| To Code, or Not To Code? Exploring Impact of Code in Pre-training | Aug 20, 2024 | Code GenerationWorld Knowledge | —Unverified | 0 |
| Efficient and Deployable Knowledge Infusion for Open-World Recommendations via Large Language Models | Aug 20, 2024 | Music RecommendationRecommendation Systems | —Unverified | 0 |
| CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation | Aug 20, 2024 | Collaborative FilteringGeneral Knowledge | —Unverified | 0 |
| CoDi: Conversational Distillation for Grounded Question Answering | Aug 20, 2024 | Question AnsweringWorld Knowledge | —Unverified | 0 |
| On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification | Aug 18, 2024 | ImputationMissing Labels | CodeCode Available | 0 |
| A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models | Aug 16, 2024 | Logical Reasoningvalid | —Unverified | 0 |
| Prompt Tuning as User Inherent Profile Inference Machine | Aug 13, 2024 | QuantizationRecommendation Systems | —Unverified | 0 |
| MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty | Aug 13, 2024 | Mathematical ReasoningQuestion Answering | CodeCode Available | 0 |
| LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial Description | Aug 9, 2024 | DiversityInstruction Following | CodeCode Available | 0 |
| Better Alignment with Instruction Back-and-Forth Translation | Aug 8, 2024 | DiversityTranslation | —Unverified | 0 |
| Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation | Aug 7, 2024 | Logical ReasoningRecommendation Systems | —Unverified | 0 |
| CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge | Jul 30, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models | Jul 28, 2024 | World Knowledge | —Unverified | 0 |
| DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models | Jul 24, 2024 | Retrieval-augmented GenerationWorld Knowledge | CodeCode Available | 0 |
| Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models | Jul 22, 2024 | DisentanglementQuestion Answering | CodeCode Available | 0 |
| Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data | Jul 20, 2024 | Language ModellingMachine Translation | —Unverified | 0 |
| LoFTI: Localization and Factuality Transfer to Indian Locales | Jul 16, 2024 | World Knowledge | CodeCode Available | 0 |
| VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving | Jul 9, 2024 | Autonomous DrivingImage to 3D | —Unverified | 0 |
| BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization | Jun 30, 2024 | Continual LearningGeneral Knowledge | —Unverified | 0 |
| Mental Modeling of Reinforcement Learning Agents by Language Models | Jun 26, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| LABOR-LLM: Language-Based Occupational Representations with Large Language Models | Jun 25, 2024 | In-Context LearningJob Prediction | —Unverified | 0 |
| Mitigating Hallucination in Fictional Character Role-Play | Jun 25, 2024 | HallucinationWorld Knowledge | CodeCode Available | 0 |