← Authors

Shangbin Feng

28 papers · 2022–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (61) πŸ‘₯ Mega-Team (22) 🀝 Dynamic Duo (21) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (129) πŸ’Ž Century Club (28) ❓ The Questioner (3) ⚑ Prolific Year (11)

Conferences

ACL (10) EMNLP (7) NAACL (3) NIPS (3) ICLR (2) ICML (2) AAAI (1)

Top co-authors

Yulia Tsvetkov (21) Zhaoxuan Tan (12) Minnan Luo (9) Vidhisha Balachandran (8) Wenqian Zhang (5) Tianxing He (5) Heng Wang (5) Yejin Choi (5) Yuhan Liu (5) Herun Wan (5)

Keywords

large language model (11) graph neural network (6) text classification (5) social media analysis (5) bot detection (4) heterogeneous information network (4) knowledge graph (3) misinformation detection (3) knowledge gap (2) adversarial learning (2) political bia (2) graph reasoning (2) knowledge reasoning (2) multi-hop reasoning (2) prompt engineering (2) knowledge base (2) language model (2) relational graph neural network (2) node classification (2) twitter bot detection (2)

Papers

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence ICML 2025
FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text NAACL 2025
Biased LLMs can Influence Political Decision-Making ACL 2025
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only ICLR 2025
Position: Political Neutrality in AI Is Impossible β€” But Here Is How to Approximate It ICML 2025
Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024
P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models NAACL 2024
Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection ACL 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models ICLR 2024
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning NIPS 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024
BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency ACL 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP 2023
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks EMNLP 2023
BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023
Can Language Models Solve Graph Problems in Natural Language? NIPS 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL 2023
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge EMNLP 2022
Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection NIPS 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022