Nai Ding
7 papers · 2021–2026 · 4 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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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
❓
The Questioner
(2)
Top co-authors
Research topics
Natural Language Processing
(6)
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(3)
Applications
(3)
Core AI
(3)
Learning Types
(3)
Interdisciplinary
(2)
Architectures
(2)
Models
(2)
Optimization & Theory
(2)
Understanding
(2)
Application Areas
(1)
Cognitive Science
(1)
Core Methods
(1)
Keywords
natural language inference
(2)
model evaluation
(2)
language model
(2)
data augmentation
(1)
semantic representation
(1)
natural language understanding
(1)
information integration
(1)
dialogue state tracking
(1)
linguistic structure
(1)
constituency parsing
(1)
adversarial attack
(1)
generative model
(1)
memory network
(1)
pre-trained language model
(1)
jensen-shannon divergence
(1)
machine reading comprehension
(1)
semantic inference
(1)
slot filling
(1)
task-oriented dialogue
(1)
transfer learning
(1)
Papers
Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs
ACL 2026
Information Integration in Large Language Models is Gated by Linguistic Structural Markers
EMNLP 2025
Adjective Scale Probe: Can Language Models Encode Formal Semantics Information?
AAAI 2023
Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association?
EMNLP 2023
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools
IJCAI 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences
EMNLP 2022
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models
ACL 2021