| On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models | Jun 24, 2024 | RAGRetrieval | —Unverified | 0 |
| Exploring Factual Entailment with NLI: A News Media Study | Jun 24, 2024 | ArticlesFew-Shot Learning | —Unverified | 0 |
| Evaluating the Ability of Large Language Models to Reason about Cardinal Directions | Jun 24, 2024 | World Knowledge | —Unverified | 0 |
| OCALM: Object-Centric Assessment with Language Models | Jun 24, 2024 | ObjectReinforcement Learning (RL) | —Unverified | 0 |
| What Teaches Robots to Walk, Teaches Them to Trade too -- Regime Adaptive Execution using Informed Data and LLMs | Jun 20, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Locating and Extracting Relational Concepts in Large Language Models | Jun 19, 2024 | World Knowledge | CodeCode Available | 0 |
| WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia | Jun 19, 2024 | Language ModellingRAG | —Unverified | 0 |
| Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning | Jun 18, 2024 | BenchmarkingWorld Knowledge | CodeCode Available | 0 |
| Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams | Jun 17, 2024 | AllBenchmarking | CodeCode Available | 0 |
| A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences | Jun 17, 2024 | In-Context Learningvalid | CodeCode Available | 0 |
| FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models | Jun 15, 2024 | Motion SynthesisWorld Knowledge | —Unverified | 0 |
| Knowledge Editing in Language Models via Adapted Direct Preference Optimization | Jun 14, 2024 | knowledge editingWorld Knowledge | —Unverified | 0 |
| Language Models are Crossword Solvers | Jun 13, 2024 | Natural Language UnderstandingWorld Knowledge | —Unverified | 0 |
| LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices | Jun 13, 2024 | Edge-computingTime Series | —Unverified | 0 |
| Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests | Jun 12, 2024 | Dialogue State TrackingNatural Language Understanding | —Unverified | 0 |
| Grounding Multimodal Large Language Models in Actions | Jun 12, 2024 | World Knowledge | —Unverified | 0 |
| The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models | Jun 10, 2024 | Knowledge GraphsWorld Knowledge | —Unverified | 0 |
| GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? | Jun 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Concept Formation and Alignment in Language Models: Bridging Statistical Patterns in Latent Space to Concept Taxonomy | Jun 8, 2024 | Transfer LearningWorld Knowledge | —Unverified | 0 |
| Large Generative Graph Models | Jun 7, 2024 | Language ModellingWorld Knowledge | —Unverified | 0 |
| Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers | Jun 7, 2024 | General KnowledgeQuestion Generation | —Unverified | 0 |
| Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech | Jun 6, 2024 | Explanation GenerationWorld Knowledge | CodeCode Available | 0 |
| Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models | May 29, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 |
| Uncertainty Management in the Construction of Knowledge Graphs: a Survey | May 27, 2024 | Knowledge GraphsManagement | —Unverified | 0 |
| Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization | May 23, 2024 | AllOut-of-Distribution Generalization | —Unverified | 0 |
| Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction | May 21, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Bridging the Intent Gap: Knowledge-Enhanced Visual Generation | May 21, 2024 | World Knowledge | —Unverified | 0 |
| Large Language Models for Tuning Evolution Strategies | May 16, 2024 | World Knowledge | —Unverified | 0 |
| AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning | May 16, 2024 | Contrastive LearningKnowledge Graphs | —Unverified | 0 |
| SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge | May 15, 2024 | General KnowledgeKnowledge Graphs | —Unverified | 0 |
| PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs | May 14, 2024 | Text to SQLText-To-SQL | —Unverified | 0 |
| Enhancing Traffic Prediction with Textual Data Using Large Language Models | May 10, 2024 | PredictionScheduling | —Unverified | 0 |
| Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts | May 10, 2024 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| BiasKG: Adversarial Knowledge Graphs to Induce Bias in Large Language Models | May 8, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning | May 6, 2024 | Multiple-choiceVideo Understanding | —Unverified | 0 |
| LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model | May 3, 2024 | Image CaptioningInstruction Following | CodeCode Available | 0 |
| Learning Multiple Object States from Actions via Large Language Models | May 2, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning | May 2, 2024 | Knowledge GraphsLogical Reasoning | —Unverified | 0 |
| DOCCI: Descriptions of Connected and Contrasting Images | Apr 30, 2024 | Image GenerationImage to text | —Unverified | 0 |
| Reinforcement Learning Problem Solving with Large Language Models | Apr 29, 2024 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Re-Thinking Inverse Graphics With Large Language Models | Apr 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering | Apr 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning | Apr 19, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools | Apr 18, 2024 | Combinatorial OptimizationWorld Knowledge | —Unverified | 0 |
| Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset | Apr 16, 2024 | BenchmarkingManagement | —Unverified | 0 |
| More Room for Language: Investigating the Effect of Retrieval on Language Models | Apr 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Comparing Apples to Oranges: LLM-powered Multimodal Intention Prediction in an Object Categorization Task | Apr 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes | Apr 11, 2024 | Continual LearningContinual Pretraining | —Unverified | 0 |
| LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements | Apr 9, 2024 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Scope Ambiguities in Large Language Models | Apr 5, 2024 | World Knowledge | CodeCode Available | 0 |