Shuzheng Si
21 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (7)
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Conference Polyglot
(6)
🤝
Dynamic Duo
(13)
🏆
Keyword Champion
(2)
💎
Century Club
(18)
⚡
Prolific Year
(6)
🗃️
Keyword Collector
(113)
🔥
Unstoppable
(5)
Conferences
ACL (9)
EMNLP (4)
COLING (2)
NAACL (2)
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
large language model
(9)
instruction tuning
(3)
named entity recognition
(3)
instruction following
(3)
question answering
(2)
dialogue system
(2)
retrieval-augmented generation
(2)
reinforcement learning
(2)
hallucination reduction
(2)
document chunking
(2)
synthetic datum
(2)
speech recognition
(1)
transfer learning
(1)
in-context learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
contrastive learning
(1)
knowledge transfer
(1)
multimodal learning
(1)
noisy label learning
(1)
Papers
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
ACL 2026
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
ACL 2026
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
AAAI 2026
Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
EMNLP 2025
GATEAU: Selecting Influential Samples for Long Context Alignment
EMNLP 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation
ACL 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
ACL 2025
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
EMNLP 2025
UltraIF: Advancing Instruction Following from the Wild
EMNLP 2025
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
COLING 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
NIPS 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models
ACL 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
ACL 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NIPS 2023
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER
COLING 2022
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting
NAACL 2022