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Showing 151–200 of 818 papers

TitleStatusHype
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationCode1
Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open WorldsCode1
Knowledge Graph Contrastive Learning for RecommendationCode1
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and RefinementCode1
Is ChatGPT a Good Recommender? A Preliminary StudyCode1
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased QueriesCode1
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name RecognitionCode1
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive SummarizationCode1
KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational GraphsCode1
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsCode1
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model CollaborationCode1
CommonsenseQA: A Question Answering Challenge Targeting Commonsense KnowledgeCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model BiasCode1
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] TokenCode1
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in LanguageCode1
CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language ModelsCode1
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood InformationCode1
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained TransformersCode1
Common Sense Enhanced Knowledge-based Recommendation with Large Language ModelCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
A User-Centric Multi-Intent Benchmark for Evaluating Large Language ModelsCode1
Mixture of Low-rank Experts for Transferable AI-Generated Image DetectionCode1
Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and LayersCode1
Imagine This! Scripts to Compositions to VideosCode1
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined TopicsCode1
Dense X Retrieval: What Retrieval Granularity Should We Use?Code1
A Unified Encoder-Decoder Framework with Entity MemoryCode1
Combo of Thinking and Observing for Outside-Knowledge VQACode1
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?Code1
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation LearningCode1
Diversify and Conquer: Diversity-Centric Data Selection with Iterative RefinementCode1
BLADE: Benchmarking Language Model Agents for Data-Driven ScienceCode1
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World KnowledgeCode1
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning ApproachCode1
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent AdvancesCode1
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning ChainsCode1
GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task AssistantsCode1
CogIE: An Information Extraction Toolkit for Bridging Texts and CogNetCode1
HeadlineCause: A Dataset of News Headlines for Detecting CausalitiesCode1
REALM: Retrieval-Augmented Language Model Pre-TrainingCode1
F-ViTA: Foundation Model Guided Visible to Thermal TranslationCode1
FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data ClassificationCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
Do PLMs Know and Understand Ontological Knowledge?Code1
FELM: Benchmarking Factuality Evaluation of Large Language ModelsCode1
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