Jingcheng Niu
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
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Keywords
language model
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model compression
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syntactic knowledge
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representation learning
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neural network
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sentiment analysis
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transfer learning
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syntactic parsing
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matrix approximation
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semantic parsing
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language modeling
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semantic analysis
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intent classification
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response generation
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model interpretability
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contextual representation
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conversational ai
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semantic knowledge
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spoken language understanding
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Papers
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
EMNLP 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
ACL 2025
Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning
EMNLP 2025
What does the Knowledge Neuron Thesis Have to do with Knowledge?
ICLR 2024
ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction
ACL 2024
Discourse Information for Document-Level Temporal Dependency Parsing
ACL 2023
Using Roark-Hollingshead Distance to Probe BERTβs Syntactic Competence
EMNLP 2022
Does BERT Rediscover a Classical NLP Pipeline?
COLING 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support
EMNLP 2022
Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies
NAACL 2021
Grammaticality and Language Modelling
EMNLP 2020
Rationally Reappraising ATIS-based Dialogue Systems
ACL 2019