Zijun Yao
26 papers · 2018–2026 · 6 venues · across top CS/AI venues
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(21)
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Research topics
Artificial Intelligence
(20)
Core AI
(20)
Machine Learning
(17)
Natural Language Processing
(17)
Deep Learning
(10)
Learning Types Β· Machine Learning
(10)
Resources & Methods
(10)
Applications
(9)
Learning Types Β· Deep Learning
(7)
Application Areas
(6)
Core Methods
(5)
Optimization & Theory
(5)
Architectures
(3)
Generation
(3)
Learning Paradigms
(3)
Keywords
large language model
(11)
question answering
(4)
knowledge retrieval
(3)
reinforcement learning
(3)
reinforcement learning from human feedback
(3)
language model
(3)
benchmark evaluation
(2)
knowledge extraction
(2)
program induction
(2)
retrieval-augmented generation
(2)
transfer learning
(2)
sparse autoencoder
(2)
reward model
(2)
knowledge base
(2)
mechanistic interpretability
(2)
complex question answering
(2)
knowledge graph
(2)
preference learning
(1)
embedding learning
(1)
feature extraction
(1)
Papers
SimPBL: A Multi-Agent Framework for Project-Based Learning
ACL 2026
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
ACL 2026
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
ACL 2026
WildReward: Learning Reward Models from In-the-Wild Human Interactions
ACL 2026
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
ACL 2025
LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
EMNLP 2025
Pre-training Distillation for Large Language Models: A Design Space Exploration
ACL 2025
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
ICLR 2025
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
ACL 2025
Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation
EMNLP 2025
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
ICML 2025
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
ACL 2025
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation
COLING 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction
COLING 2024
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
ICLR 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking
ACL 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models
COLING 2024
FFAEval: Evaluating Dialogue System via Free-For-All Ranking
EMNLP 2023
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding
ACL 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions
EMNLP 2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
ACL 2023
Dependency Parsing via Sequence Generation
EMNLP 2022
Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings
EMNLP 2022
Program Transfer for Answering Complex Questions over Knowledge Bases
ACL 2022
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making
ACL 2021
Representing Urban Functions through Zone Embedding with Human Mobility Patterns
IJCAI 2018