Ziyu Yao
31 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (73) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Topic Evolution
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Keyword Champion
(2)
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Conference Pioneer
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Renaissance Researcher
(7)
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(26)
Core AI
(25)
Natural Language Processing
(20)
Machine Learning
(19)
Deep Learning
(15)
Applications
(15)
Learning Types · Machine Learning
(8)
Application Areas
(7)
Learning Types · Deep Learning
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Architectures
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Models
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Core Methods
(4)
Generation
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Keywords
large language model
(9)
question answering
(6)
semantic parsing
(6)
language model
(3)
interactive parsing
(3)
neural network
(2)
dynamic reasoning
(2)
feature extraction
(2)
mechanistic interpretability
(2)
multi-task learning
(2)
sparse autoencoder
(2)
imitation learning
(2)
prompt engineering
(2)
text classification
(2)
benchmark evaluation
(2)
instruction tuning
(2)
event extraction
(2)
domain generalization
(1)
interactive learning
(1)
zero-shot learning
(1)
Papers
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings
CVPR 2026
Why Do LLM-based Web Agents Fail? A Hierarchical Planning Perspective
ACL 2026
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens
EMNLP 2025
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models
EMNLP 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
CVPR 2025
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
ICLR 2025
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack
ACL 2025
Evaluating Vision-Language Models as Evaluators in Path Planning
CVPR 2025
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
EMNLP 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines
ACL 2025
What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs
EMNLP 2025
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs
ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
ACL 2024
Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning
ICLR 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models
EMNLP 2024
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup
ACL 2024
C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding
Interspeech 2023
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)
AAAI 2023
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding
Interspeech 2023
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs
EMNLP 2023
GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering
Interspeech 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques
ACL 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing
ACL 2023
MailEx: Email Event and Argument Extraction
EMNLP 2023
Synthetic Question Value Estimation for Domain Adaptation of Question Answering
ACL 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
EMNLP 2022
Learning Structural Edits via Incremental Tree Transformations
ICLR 2021
An Imitation Game for Learning Semantic Parsers from User Interaction
EMNLP 2020
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning
AAAI 2019
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
EMNLP 2019
Reinforced Dynamic Reasoning for Conversational Question Generation
ACL 2019