Sotabase

Career

· Postdoctoral Researcher, UC Berkeley2022–
· Researcher (implied), UC Berkeley Mechanical Engineering2022–
· Researcher, UC Berkeley2021–

Publications (53)

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
Annual Meeting of the Association for Computational Linguistics · 2023
161
cited
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
AAAI Conference on Artificial Intelligence · 2024
67
cited
OWL: A Large Language Model for IT Operations
International Conference on Learning Representations · 2023
58
cited
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
AAAI Conference on Artificial Intelligence · 2024
51
cited
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence
arXiv.org · 2024
34
cited
UniCoder: Scaling Code Large Language Model via Universal Code
Annual Meeting of the Association for Computational Linguistics · 2024
33
cited
McEval: Massively Multilingual Code Evaluation
arXiv.org · 2024
31
cited
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
arXiv.org · 2024
29
cited
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation
Conference on Empirical Methods in Natural Language Processing · 2022
28
cited
TransLog: A Unified Transformer-based Framework for Log Anomaly Detection
arXiv.org · 2021
28
cited
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging
arXiv.org · 2024
26
cited
mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture
Conference on Empirical Methods in Natural Language Processing · 2024
25
cited
LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction
International Conference on Database Systems for Advanced Applications · 2022
24
cited
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation
Conference on Empirical Methods in Natural Language Processing · 2022
24
cited
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation
arXiv.org · 2022
16
cited
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking
International Conference on Information and Knowledge Management · 2023
16
cited
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
International Conference on Language Resources and Evaluation · 2024
14
cited
Deep learning-based multimodal fusion of the surface ECG and clinical features in prediction of atrial fibrillation recurrence following catheter ablation
BMC Medical Informatics and Decision Making · 2024
13
cited
KINet: Incorporating Relevant Facts Into Knowledge-Grounded Dialog Generation
IEEE/ACM Transactions on Audio Speech and Language Processing · 2023
13
cited
M2C: Towards Automatic Multimodal Manga Complement
Conference on Empirical Methods in Natural Language Processing · 2023
13
cited
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Hongcheng Guo | Researcher Profile | Sotabase | Sotabase