Danqing Wang
15 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver
🧬
Topic Evolution
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(67)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(10)
Machine Learning
(9)
Generation
(8)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Application Areas
(4)
Core Methods
(3)
Resources & Methods
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Keywords
extractive summarization
(5)
text summarization
(3)
neural network
(3)
large language model
(3)
document summarization
(3)
graph neural network
(2)
text generation evaluation
(2)
in-context learning
(1)
multilingual nlp
(1)
domain generalization
(1)
code generation
(1)
multilingual text generation
(1)
program synthesis
(1)
question generation
(1)
inductive reasoning
(1)
transfer learning
(1)
text matching
(1)
generalization ability
(1)
algorithmic reasoning
(1)
semantic matching
(1)
Papers
Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation
NAACL 2025
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
ICLR 2025
Learning Personalized Alignment for Evaluating Open-ended Text Generation
EMNLP 2024
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
NeurIPS 2023
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback
EMNLP 2023
Learning from Mistakes via Cooperative Study Assistant for Large Language Models
EMNLP 2023
On Pre-training Language Model for Antibody
ICLR 2023
MTG: A Benchmark Suite for Multilingual Text Generation
NAACL 2022
Contrastive Aligned Joint Learning for Multilingual Summarization
ACL 2021
Enhancing Scientific Papers Summarization with Citation Graph
AAAI 2021
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems
EMNLP 2020
Extractive Summarization as Text Matching
ACL 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization
ACL 2020
A Closer Look at Data Bias in Neural Extractive Summarization Models
EMNLP 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next
ACL 2019