world knowledge

KoLA: Carefully Benchmarking World Knowledge of Large Language Models ICLR 2024 LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024 Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024 LISA: Reasoning Segmentation via Large Language Model CVPR 2024 Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models EMNLP 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 More room for language: Investigating the effect of retrieval on language models NAACL 2024 On Functional Competence of LLMs for Linguistic Disambiguation CoNLL 2024 Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024 Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024 Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models NeurIPS 2024 ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models NAACL 2024 Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023 Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection EMNLP 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023 Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023 Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses EMNLP 2023 Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity EMNLP 2023 “World Knowledge” in Multiple Choice Reading Comprehension EACL 2023 20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022 Leveraging World Knowledge in Implicit Hate Speech Detection EMNLP 2022