Jackie CK Cheung
18 papers · 2023–2025 · 6 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (46) 🌉 Interdisciplinary Bridge · Silver 📈 Trend Setter 💎 Century Club · Bronze
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large language model
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language model
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rational speech act
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reinforcement learning
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text summarization
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knowledge distillation
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attention mechanism
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text generation
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uncertainty quantification
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semantic analysis
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transformer efficiency
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factual knowledge
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confidence calibration
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coreference resolution
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llm evaluation
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unsupervised parsing
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language understanding
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multilingual nlp
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Papers
Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning
EMNLP 2025
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
NAACL 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
EMNLP 2025
Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog
EMNLP 2025
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics
ACL 2025
PreSumm: Predicting Summarization Performance Without Summarizing
ACL 2025
Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages
ACL 2025
(RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding
ACL 2025
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs
ACL 2025
Where Did That Come From? Sentence-Level Error-Tolerant Attribution
EMNLP 2025
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling
EMNLP 2024
Ensemble Distillation for Unsupervised Constituency Parsing
ICLR 2024
Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations
EMNLP 2024
Solving the Challenge Set without Solving the Task: On Winograd Schemas as a Test of Pronominal Coreference Resolution
CoNLL 2024
Successor Features for Efficient Multi-Subject Controlled Text Generation
ICML 2024
McGill BabyLM Shared Task Submission: The Effects of Data Formatting and Structural Biases
CoNLL 2023
Systematic Generalization by Finetuning? Analyzing Pretrained Language Models Using Constituency Tests
EMNLP 2023
Systematic Rectification of Language Models via Dead-end Analysis
ICLR 2023