Wenqing Chen
24 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(17)
Artificial Intelligence
(14)
Core AI
(13)
Deep Learning
(12)
Natural Language Processing
(11)
Learning Types Β· Machine Learning
(11)
Applications
(6)
Architectures
(6)
Core Methods
(6)
Knowledge & Reasoning
(5)
Models
(5)
Reasoning
(4)
Bayesian & Probabilistic
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Keywords
multi-task learning
(6)
text classification
(5)
logical reasoning
(3)
convolutional neural network
(3)
causal inference
(3)
large language model
(3)
paraphrase generation
(2)
variational encoder-decoder
(2)
natural language inference
(2)
benchmark evaluation
(2)
controllable generation
(2)
machine reading comprehension
(2)
image captioning
(2)
feature sharing
(2)
causal intervention
(2)
weakly supervised learning
(2)
probabilistic logic
(1)
variational inference
(1)
style transfer
(1)
hierarchical classification
(1)
Papers
HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding
AAAI 2026
Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge
ACL 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving
AAAI 2025
Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech
EMNLP 2025
Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition
COLING 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework
AAAI 2025
Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models
ACL 2024
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding
EMNLP 2023
Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry
AAAI 2023
MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning
ACL 2023
Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation
AAAI 2023
To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.
COLING 2022
Weakly Supervised Neural Symbolic Learning for Cognitive Tasks
AAAI 2022
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation
ACL 2021
Dependent Multi-Task Learning with Causal Intervention for Image Captioning
IJCAI 2021
Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI
EMNLP 2021
A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation
COLING 2020
Exploring Logically Dependent Multi-task Learning with Causal Inference
EMNLP 2020
Gated Multi-Task Network for Text Classification
NAACL 2018
Generative Warfare Nets: Ensemble via Adversaries and Collaborators
IJCAI 2018
Learning What to Share: Leaky Multi-Task Network for Text Classification
COLING 2018
MCapsNet: Capsule Network for Text with Multi-Task Learning
EMNLP 2018
Multi-Task Label Embedding for Text Classification
EMNLP 2018
Transformable Convolutional Neural Network for Text Classification
IJCAI 2018