Xinliang Frederick Zhang
13 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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🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Champion
(2)
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Topic Evolution
🤝
Dynamic Duo
(10)
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(6)
Machine Learning
(6)
Applications
(6)
Core AI
(6)
Core Methods
(4)
Deep Learning
(3)
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(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Science
(1)
Interdisciplinary
(1)
Keywords
large language model
(3)
few-shot learning
(2)
ideology prediction
(2)
stance detection
(2)
natural language processing
(1)
text classification
(1)
cognitive modeling
(1)
natural language inference
(1)
sentiment analysis
(1)
temporal reasoning
(1)
document-level extraction
(1)
information extraction
(1)
question answering
(1)
prompt engineering
(1)
text generation
(1)
named entity recognition
(1)
chain-of-thought reasoning
(1)
narrative generation
(1)
multimodal learning
(1)
logistic regression
(1)
Papers
Do LLMs Really Need 10+ Thoughts for “Find the Time 1000 Days Later”? Towards Structural Understanding of LLM Overthinking
ACL 2026
FINDR: A Fast Influential Data Selector for NL2Code Pretraining
IJCNLP 2025
PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process
EMNLP 2025
MOKA: Moral Knowledge Augmentation for Moral Event Extraction
NAACL 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives
EMNLP 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement
ACL 2024
All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison
EMNLP 2023
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting
EMNLP 2023
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation
EMNLP 2022
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis
EMNLP 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection
NAACL 2022
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval
EMNLP 2021
Identifying inherent disagreement in natural language inference
NAACL 2021