Shuzheng Si
21 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (50) π Conference Polyglot Β· Silver π€ Dynamic Duo (15) π Keyword Champion (2)
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(117)
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Unstoppable Β· Bronze
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Renaissance Researcher
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(15)
Artificial Intelligence
(14)
Core AI
(14)
Machine Learning
(13)
Deep Learning
(9)
Learning Types Β· Machine Learning
(8)
Resources & Methods
(8)
Learning Types Β· Deep Learning
(6)
Understanding
(6)
Application Areas
(4)
Core Methods
(4)
Applications
(3)
Generation
(3)
Architectures
(2)
Learning Paradigms
(2)
Keywords
large language model
(9)
instruction tuning
(3)
instruction following
(3)
named entity recognition
(3)
reinforcement learning
(2)
question answering
(2)
vision-language model
(2)
dialogue system
(2)
document chunking
(2)
retrieval-augmented generation
(2)
synthetic data
(2)
in-context learning
(2)
hallucination reduction
(2)
multimodal learning
(2)
speech recognition
(1)
transfer learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
knowledge transfer
(1)
noisy label learning
(1)
Papers
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
ACL 2026
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
ACL 2026
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
AAAI 2026
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation
ACL 2025
GATEAU: Selecting Influential Samples for Long Context Alignment
EMNLP 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
ACL 2025
Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
EMNLP 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
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
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models
ACL 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
NeurIPS 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
COLING 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
NeurIPS 2023
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting
NAACL 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER
COLING 2022