Zhicong Cheng
6 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
question answering
(2)
knowledge distillation
(2)
transfer learning
(1)
ensemble learning
(1)
self-supervised learning
(1)
conversational ai
(1)
response generation
(1)
information retrieval
(1)
instruction following
(1)
dense retrieval
(1)
model uncertainty
(1)
ranking model
(1)
benchmark dataset
(1)
supervised fine-tuning
(1)
pre-trained language model
(1)
hallucination detection
(1)
knowledge boundary
(1)
masked language modeling
(1)
dialogue system
(1)
quality assessment
(1)
Papers
Improving the Robustness of Large Language Models via Consistency Alignment
COLING 2024
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method
NAACL 2024
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle
NAACL 2024
DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment
EMNLP 2023
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task
COLING 2022
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation
EMNLP 2022