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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning NAACL 2022
Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022
PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
Can Data Diversity Enhance Learning Generalization? COLING 2022
Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling COLING 2022
Selective Token Generation for Few-shot Natural Language Generation COLING 2022
Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation COLING 2022
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition NAACL 2022
Event Causality Identification via Generation of Important Context Words NAACL 2022
Aligning Generative Language Models with Human Values NAACL 2022
Fine-grained Image Captioning with CLIP Reward NAACL 2022
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022
Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems NAACL 2022
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning NAACL 2022
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022
A Framework for Learning to Request Rich and Contextually Useful Information from Humans ICML 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity ICML 2022
A Parametric Class of Approximate Gradient Updates for Policy Optimization ICML 2022