AI
Neurosymbolic Embodied Agents
Researchers have developed a neurosymbolic agent that can perform household tasks by combining visua...
AI
Breaking Planner Integrity Boundary: Enviroment State-Text Injection Attack on LLM-Driven Embodied Agents
Researchers have developed a new attack method called Environment State-Text Injection (ESTI) that t...
AI
LongNovel: A Multi-Scale Benchmark for Hallucination Detection in Long-Context Novel Summarization
Researchers have created a new benchmark called LongNovel to detect hallucinations in long-context n...
AI
Entity tracking emerges in sub-billion parameter language models and exceeds human performance in naturalistic narratives
Researchers evaluated how well both humans and large language models can track entities in naturalis...
AI
Compiler-Guided Adaptive Proof Search with Cross-Model Synergy on Context-Dependent Theorem Proving
Researchers from Hangfeng He and colleagues propose a new framework for theorem ...
AI
Persona-Guided LLM Agents for Task-Oriented Dialogue
Researchers have developed a framework for task-oriented dialogue systems that c...
AI
MAVEN: A Macro-Societal Value Evaluation Framework of Multimodal Content with Compact Aligned Evaluators
Researchers have developed a framework called MAVEN to evaluate whether multimed...
AI
FrenchNews-7: Benchmarking Cross-Publisher French News Editorial Desk Classification
Researchers have created a benchmark for classifying French news articles from d...