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Showing 451–500 of 818 papers

TitleStatusHype
Grasp-Anything: Large-scale Grasp Dataset from Foundation ModelsCode2
Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents—0
Do PLMs Know and Understand Ontological Knowledge?Code1
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity—0
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images—0
Prompt-based Context- and Domain-aware Pretraining for Vision and Language Navigation—0
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsCode3
Long-Term Ad Memorability: Understanding & Generating Memorable Ads—0
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations—0
Large language models converge toward human-like concept organization—0
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers—0
SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge—0
Topical-Chat: Towards Knowledge-Grounded Open-Domain ConversationsCode2
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?Code1
ExpeL: LLM Agents Are Experiential LearnersCode2
UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding—0
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases—0
Approximate Answering of Graph Queries—0
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception—0
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training ModelCode1
LISA: Reasoning Segmentation via Large Language ModelCode4
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors—0
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationCode1
Temporal Fact Reasoning over Hyper-Relational Knowledge GraphsCode0
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and VerificationCode1
Analyzing Multiple-Choice Reading and Listening Comprehension Tests—0
Social World Knowledge: Modeling and Applications—0
Surfer: Progressive Reasoning with World Models for Robotic Manipulation—0
Towards Open-World Recommendation with Knowledge Augmentation from Large Language ModelsCode1
KoLA: Carefully Benchmarking World Knowledge of Large Language ModelsCode1
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation—0
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning—0
The Effect of Masking Strategies on Knowledge Retention by Language ModelsCode0
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution dataCode0
How Can Recommender Systems Benefit from Large Language Models: A SurveyCode3
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning—0
Causal interventions expose implicit situation models for commonsense language understandingCode0
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks—0
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning ApproachCode1
What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models?—0
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge—0
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement LearningCode1
Direct Preference Optimization: Your Language Model is Secretly a Reward ModelCode6
Integrating Action Knowledge and LLMs for Task Planning and Situation Handling in Open WorldsCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
Mitigating Temporal Misalignment by Discarding Outdated FactsCode0
Meta-Learning Online Adaptation of Language ModelsCode1
EXnet: Efficient In-context Learning for Data-less Text classification—0
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