Tong Zhu
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
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large language model
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mixture of expert
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benchmark evaluation
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question answering
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zero-shot learning
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distant supervision
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relation extraction
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non-autoregressive decoding
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instruction following
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text summarization
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temporal reasoning
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factual knowledge
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semantic parsing
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paraphrase generation
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argument extraction
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attention mechanism
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knowledge base
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joint learning
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dialogue state tracking
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machine unlearning
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Papers
Evolutionary Guided Decoding: Iterative Value Refinement for LLMs
ACL 2026
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling
EMNLP 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts
NAACL 2025
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs
COLING 2025
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models
COLING 2025
SSF-DST: A Spectro-Spatial Features Enhanced Deep Spatiotemporal Network for EEG-Based Auditory Attention Detection
Interspeech 2025
UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions
ACL 2025
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
NeurIPS 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
ACL 2024
LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training
EMNLP 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking
COLING 2024
On the Logic of Theory Change Iteration of KM-Update, Revised
IJCAI 2024
Probing Language Models for Pre-training Data Detection
ACL 2024
Mirror: A Universal Framework for Various Information Extraction Tasks
EMNLP 2023
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph
IJCAI 2022
Improving Relation Extraction with Relational Paraphrase Sentences
COLING 2020
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction
COLING 2020