Yaohui Jin
35 papers · 2017–2026 · 11 conferences · across top CS/AI conferences
Achievements
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Conferences
EMNLP (9)
AAAI (6)
IJCAI (6)
ACL (4)
COLING (3)
ICCV (2)
ICLR (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(6)
text classification
(6)
multi-task learning
(6)
causal inference
(4)
logical reasoning
(3)
variational encoder-decoder
(3)
deductive reasoning
(2)
language model
(2)
table-to-text generation
(2)
variational inference
(2)
convolutional neural network
(2)
recurrent neural network
(2)
causal intervention
(2)
text summarization
(2)
machine reading comprehension
(2)
question answering
(2)
prompt engineering
(2)
weakly supervised learning
(2)
natural language inference
(2)
image captioning
(2)
Papers
ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry
ACL 2026
ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data
ACL 2025
Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models
NAACL 2025
MultiConIR: Towards Multi-Condition Information Retrieval
EMNLP 2025
PASG: A Closed-Loop Framework for Automated Geometric Primitive Extraction and Semantic Anchoring in Robotic Manipulation
ICCV 2025
Context Guided Transformer Entropy Modeling for Video Compression
ICCV 2025
KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
ICLR 2025
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
NIPS 2024
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis
AAAI 2024
MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning
ACL 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task
EMNLP 2023
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
Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation
AAAI 2023
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset
INTERSPEECH 2022
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
IJCNLP 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation
ACL 2021
End-to-End Conversational Search for Online Shopping with Utterance Transfer
EMNLP 2021
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting
AAAI 2021
Dependent Multi-Task Learning with Causal Intervention for Image Captioning
IJCAI 2021
Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI
EMNLP 2021
Exploring Logically Dependent Multi-task Learning with Causal Inference
EMNLP 2020
A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation
COLING 2020
Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning
AAAI 2020
Modeling Content Importance for Summarization with Pre-trained Language Models
EMNLP 2020
TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics
IJCAI 2019
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting
IJCAI 2019
Multi-Task Label Embedding for Text Classification
EMNLP 2018
Generative Warfare Nets: Ensemble via Adversaries and Collaborators
IJCAI 2018
Transformable Convolutional Neural Network for Text Classification
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
A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning
IJCAI 2017