Mingyu Zheng
8 papers · 2022–2026 · 3 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
Jump to papers ↓+3 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (32) π£ Hot Topic Early Bird π Trend Setter
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types
(5)
Deep Learning
(4)
Applications Β· Natural Language Processing
(3)
Computer Science
(2)
Computer Vision
(2)
Generation
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Computer Science
(1)
Keywords
table understanding
(3)
visual question answering
(1)
instruction tuning
(1)
direct preference optimization
(1)
kl divergence
(1)
question answering
(1)
chain-of-thought reasoning
(1)
semantic parsing
(1)
preference optimization
(1)
multimodal learning
(1)
entity disambiguation
(1)
text representation
(1)
instruction following
(1)
language model alignment
(1)
mathematical reasoning
(1)
evaluation framework
(1)
model alignment
(1)
document analysis
(1)
knowledge graph
(1)
domain generalization
(1)
Papers
PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation
ACL 2026
Test-time Prompt Intervention
AAAI 2026
TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning
ACL 2025
Weights-Rotated Preference Optimization for Large Language Models
EMNLP 2025
Multimodal Table Understanding
ACL 2024
Chain-of-Thought Reasoning in Tabular Language Models
EMNLP 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures
ACL 2023
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA
EMNLP 2022