Jidong Tian
15 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Dynamic Duo
(15)
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Keyword Champion
(2)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Research topics
Machine Learning
(13)
Artificial Intelligence
(11)
Core AI
(9)
Learning Types Β· Machine Learning
(8)
Deep Learning
(6)
Natural Language Processing
(5)
Knowledge & Reasoning
(3)
Applications
(3)
Architectures
(3)
Bayesian & Probabilistic
(3)
Core Methods
(3)
Learning Paradigms
(3)
Models
(3)
Optimization & Theory
(3)
Learning Types Β· Deep Learning
(2)
Keywords
logical reasoning
(3)
causal inference
(3)
large language model
(2)
multi-task learning
(2)
machine reading comprehension
(2)
natural language inference
(2)
weakly supervised learning
(2)
image captioning
(2)
variational encoder-decoder
(2)
adversarial learning
(1)
hierarchical learning
(1)
text classification
(1)
hierarchical classification
(1)
probabilistic logic
(1)
benchmark evaluation
(1)
reinforcement learning
(1)
variational inference
(1)
in-context learning
(1)
domain generalization
(1)
link prediction
(1)
Papers
ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data
ACL 2025
KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
ICLR 2025
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
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task
EMNLP 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
TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics
IJCAI 2019