Search Results for author: Haolin Song

Found 3 papers, 2 papers with code

MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning

1 code implementation3 Jun 2023 Haolin Song, Mingxiao Feng, Wengang Zhou, Houqiang Li

Recent approaches have utilized self-supervised auxiliary tasks as representation learning to improve the performance and sample efficiency of vision-based reinforcement learning algorithms in single-agent settings.

Contrastive Learning Multi-agent Reinforcement Learning +2

A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models

no code implementations14 Jan 2022 Hanqing Zhang, Haolin Song, Shaoyu Li, Ming Zhou, Dawei Song

In recent years, methods using large-scale pre-trained language models (PLMs), in particular the widely used transformer-based PLMs, have become a new paradigm of NLG, allowing generation of more diverse and fluent text.

Text Generation

End-to-end Emotion-Cause Pair Extraction via Learning to Link

2 code implementations25 Feb 2020 Haolin Song, Chen Zhang, Qiuchi Li, Dawei Song

Specifically, our model regards pair extraction as a link prediction task, and learns to link from emotion clauses to cause clauses, i. e., the links are directional.

Benchmarking Emotion Cause Extraction +3

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