Hongshen Chen
28 papers · 2014–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(19)
Generation
(16)
Machine Learning
(15)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(6)
Optimization & Theory
(4)
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(3)
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(3)
Core Methods
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Learning Types Β· Deep Learning
(3)
Models
(3)
Application Areas
(2)
Resources & Methods
(2)
Keywords
response generation
(7)
dialogue generation
(7)
large language model
(3)
knowledge transfer
(3)
dialogue system
(3)
neural network
(3)
reinforcement learning
(3)
text generation
(3)
neural dialogue generation
(2)
imitation learning
(2)
signal temporal logic
(2)
dialogue summarization
(2)
contrastive learning
(2)
abstractive summarization
(2)
knowledge selection
(2)
pre-trained language model
(2)
multi-turn dialogue
(2)
neural dialogue
(2)
natural language generation
(1)
in-context learning
(1)
Papers
RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation
AAAI 2026
Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge
ACL 2025
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention
COLING 2025
Answering Ambiguous Questions via Iterative Prompting
ACL 2023
Automatic Marketing Theme and Commodity Construction System for E-commerce
EMNLP 2023
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization
NAACL 2022
Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation
ACL 2022
Adaptive Bridge between Training and Inference for Dialogue Generation
EMNLP 2021
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition
NAACL 2021
Collaborative Group Learning
AAAI 2021
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation
EMNLP 2021
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning
EMNLP 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation
IJCAI 2021
Probing Product Description Generation via Posterior Distillation
AAAI 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
EMNLP 2021
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
ACL 2020
EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation
COLING 2020
Exemplar Guided Neural Dialogue Generation
IJCAI 2020
Group-wise Contrastive Learning for Neural Dialogue Generation
EMNLP 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation
AAAI 2020
Modeling Topical Relevance for Multi-Turn Dialogue Generation
IJCAI 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network
AAAI 2020
Regularizing Dialogue Generation by Imitating Implicit Scenarios
EMNLP 2020
Adaptive Parameterization for Neural Dialogue Generation
EMNLP 2019
Knowledge Diffusion for Neural Dialogue Generation
ACL 2018
Learning Tag Dependencies for Sequence Tagging
IJCAI 2018
Neural Network for Heterogeneous Annotations
EMNLP 2016
A Dependency Edge-based Transfer Model for Statistical Machine Translation
COLING 2014