Papers Role Embedding
“Role Embedding” 태그가 달린 논문 6편 · 필터 해제
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions
Zero-shot coordination problem in multi-agent reinforcement learning (MARL), which requires agents to adapt to unseen agents, has attracted increasing attention. Traditional approaches often rely on the Self-Play (SP) fr…
DiversityMulti-agent Reinforcement LearningRole EmbeddingLearning Roles with Emergent Social Value Orientations
Social dilemmas can be considered situations where individual rationality leads to collective irrationality. The multi-agent reinforcement learning community has leveraged ideas from social science, such as social value …
Multi-agent Reinforcement LearningRole EmbeddingDialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder
With the rapid development of artificial intelligence, conversational bots have became prevalent in mainstream E-commerce platforms, which can provide convenient customer service timely. To satisfy the user, the conversa…
Dialogue UnderstandingEmotion RecognitionIntent RecognitionLanguage Modelling+5Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme
We present a novel method for embedding trees in a vector space based on Tensor-Product Representations (TPRs) which allows for inversion: the retrieval of the original tree structure and nodes from the vectorial embeddi…
PositionRetrievalRole EmbeddingSupervising Unsupervised Open Information Extraction Models
We propose a novel supervised open information extraction (Open IE) framework that leverages an ensemble of unsupervised Open IE systems and a small amount of labeled data to improve system performance. It uses the outpu…
Open Information ExtractionRelationRole EmbeddingTemporal Analysis of Reddit Networks via Role Embeddings
Inspired by diachronic word analysis from the field of natural language processing, we propose an approach for uncovering temporal insights regarding user roles from social networks using graph embedding methods. Specifi…
Graph EmbeddingRole Embedding