Zining Zhu
19 papers · 2019–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (43) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(4)
💎
Century Club · Bronze
🗃️
Keyword Collector
(105)
Venues
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Research topics
Artificial Intelligence
(16)
Core AI
(16)
Machine Learning
(12)
Natural Language Processing
(10)
Deep Learning
(9)
Resources & Methods
(8)
Core Methods
(7)
Optimization & Theory
(5)
Models
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Applications
(2)
Generation
(2)
Keywords
language model
(4)
large language model
(3)
benchmark evaluation
(3)
representation learning
(2)
neural language model
(2)
deep neural network
(2)
transformer language model
(2)
probabilistic modeling
(1)
prompt engineering
(1)
unsupervised learning
(1)
attention mechanism
(1)
topic modeling
(1)
text analysis
(1)
text representation
(1)
consensus learning
(1)
density estimation
(1)
model editing
(1)
question generation
(1)
anomaly detection
(1)
financial decision-making
(1)
Papers
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
ACL 2026
ACCORD: Closing the Commonsense Measurability Gap
NAACL 2025
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers
IJCNLP 2025
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
EMNLP 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
ACL 2025
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
EMNLP 2025
Unhackable Temporal Reward for Scalable Video MLLMs
ICLR 2025
What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation
IJCNLP 2025
Explanation in the Era of Large Language Models
NAACL 2024
What does the Knowledge Neuron Thesis Have to do with Knowledge?
ICLR 2024
A State-Vector Framework for Dataset Effects
EMNLP 2023
Neural reality of argument structure constructions
ACL 2022
On the data requirements of probing
ACL 2022
Predicting Fine-Tuning Performance with Probing
EMNLP 2022
An unsupervised framework for tracing textual sources of moral change
EMNLP 2021
How is BERT surprised? Layerwise detection of linguistic anomalies
ACL 2021
An information theoretic view on selecting linguistic probes
EMNLP 2020
Examining the rhetorical capacities of neural language models
EMNLP 2020
Detecting cognitive impairments by agreeing on interpretations of linguistic features
NAACL 2019