Zining Zhu
22 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (6) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (45)
πΊοΈ
Taxonomy Completionist
(45)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π
Century Club
(21)
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(92)
β
The Questioner
(7)
β‘
Prolific Year
(9)
Conferences
EMNLP (7)
ACL (5)
IJCNLP (3)
NAACL (3)
AACL (2)
ICLR (2)
Top co-authors
Keywords
language model
(5)
benchmark evaluation
(4)
representation learning
(3)
large language model
(3)
scientific comprehension
(2)
transformer language model
(2)
scientific knowledge
(2)
knowledge retrieval
(2)
curiosity-driven question generation
(2)
density estimation
(2)
deep neural network
(2)
gaussian process
(2)
neural language model
(2)
anomaly detection
(2)
financial decision-making
(1)
text representation
(1)
probabilistic modeling
(1)
text analysis
(1)
topic modeling
(1)
unsupervised learning
(1)
Papers
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
ACL 2026
Can AI Validate Science? Benchmarking LLMs on Claim βEvidence Reasoning in AI Papers
AACL 2025
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
EMNLP 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
ACL 2025
What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation
AACL 2025
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce
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
Can AI Validate Science? Benchmarking LLMs on Claim βEvidence Reasoning in AI Papers
IJCNLP 2025
ACCORD: Closing the Commonsense Measurability Gap
NAACL 2025
What does the Knowledge Neuron Thesis Have to do with Knowledge?
ICLR 2024
Explanation in the Era of Large Language Models
NAACL 2024
A State-Vector Framework for Dataset Effects
EMNLP 2023
Predicting Fine-Tuning Performance with Probing
EMNLP 2022
Neural reality of argument structure constructions
ACL 2022
On the data requirements of probing
ACL 2022
How is BERT surprised? Layerwise detection of linguistic anomalies
ACL 2021
How is BERT surprised? Layerwise detection of linguistic anomalies
IJCNLP 2021
An unsupervised framework for tracing textual sources of moral change
EMNLP 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