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Shangbin Feng
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Cited by
Year
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models
S Feng, CY Park, Y Liu, Y Tsvetkov
ACL 2023, Best Paper Award 🏆, 2023
1912023
Twibot-20: A comprehensive twitter bot detection benchmark
S Feng, H Wan, N Wang, J Li, M Luo
CIKM 2021, Resource Track, 2021
1412021
Can Language Models Solve Graph Problems in Natural Language?
H Wang, S Feng, T He, Z Tan, X Han, Y Tsvetkov
NeurIPS 2023, Spotlight, 2023
1252023
BotRGCN: Twitter bot detection with relational graph convolutional networks
S Feng, H Wan, N Wang, M Luo
ASONAM 2021, 2021
1132021
TwiBot-22: Towards Graph-Based Twitter Bot Detection
S Feng, Z Tan, H Wan, N Wang, Z Chen, B Zhang, Q Zheng, W Zhang, ...
NeurIPS 2022, Datasets and Benchmarks Track, 2022
922022
Heterogeneity-aware twitter bot detection with relational graph transformers
S Feng, Z Tan, R Li, M Luo
AAAI 2022, 2022
792022
SATAR: A Self-supervised Approach to Twitter Account Representation Learning and its Application in Bot Detection
S Feng, H Wan, N Wang, J Li, M Luo
CIKM 2021, Applied Track, 2021
672021
Factkb: Generalizable factuality evaluation using language models enhanced with factual knowledge
S Feng, V Balachandran, Y Bai, Y Tsvetkov
EMNLP 2023, 2023
362023
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration
S Feng, W Shi, Y Wang, W Ding, V Balachandran, Y Tsvetkov
ACL 2024, Area Chair Award (QA track) 🏆 & Outstanding Paper Award 🏆, 2024
352024
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion
Z Tan, Z Chen, S Feng, Q Zhang, Q Zheng, J Li, M Luo
The Web Conference 2023, 2022
342022
BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency
Z Lei, H Wan, W Zhang, S Feng, Z Chen, Q Zheng, M Luo
ACL 2023, 2022
312022
KGAP: Knowledge Graph Augmented Political Perspective Detection in News Media
S Feng, Z Chen, W Zhang, Q Li, Q Zheng, X Chang, M Luo
arXiv preprint arXiv:2108.03861, 2021
312021
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
S Feng, W Shi, Y Bai, V Balachandran, T He, Y Tsvetkov
ICLR 2024, Oral, 2023
26*2023
Resolving knowledge conflicts in large language models
Y Wang, S Feng, H Wang, W Shi, V Balachandran, T He, Y Tsvetkov
COLM 2024, 2023
242023
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media
W Zhang, S Feng, Z Chen, Z Lei, J Li, M Luo
NAACL 2022, 2022
242022
BotPercent: Estimating Twitter Bot Populations from Groups to Crowds
Z Tan, S Feng, M Sclar, H Wan, M Luo, Y Choi, Y Tsvetkov
EMNLP 2023, findings, 2023
23*2023
BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts
Y Liu, Z Tan, H Wang, S Feng, Q Zheng, M Luo
SIGIR 2023, 2023
212023
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge
S Feng, Z Tan, Z Chen, N Wang, P Yu, Q Zheng, X Chang, M Luo
EMNLP 2022, 2022
18*2022
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
H Wan, S Feng, Z Tan, H Wang, Y Tsvetkov, M Luo
ACL 2024, findings, 2024
172024
Modular pluralism: Pluralistic alignment via multi-llm collaboration
S Feng, T Sorensen, Y Liu, J Fisher, CY Park, Y Choi, Y Tsvetkov
EMNLP 2024, 2024
132024
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Articles 1–20