Cao Liu
16 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (50) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π§
Keyword Pioneer
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(80)
π
Century Club Β· Bronze
β
The Questioner
Top co-authors
Research topics
Natural Language Processing
(11)
Machine Learning
(10)
Artificial Intelligence
(9)
Deep Learning
(8)
Applications
(8)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Core Methods
(5)
Resources & Methods
(3)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Keywords
large language model
(4)
text classification
(3)
question answering
(3)
zero-shot learning
(2)
in-context learning
(2)
few-shot learning
(2)
copy mechanism
(2)
knowledge base
(2)
neural network
(2)
semantic parsing
(2)
sentiment analysis
(1)
knowledge distillation
(1)
data augmentation
(1)
knowledge transfer
(1)
domain adaptation
(1)
attention mechanism
(1)
confidence calibration
(1)
uncertainty quantification
(1)
probabilistic modeling
(1)
response generation
(1)
Papers
Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding
CVPR 2026
SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
ACL 2026
Learning or Self-aligning? Rethinking Instruction Fine-tuning
ACL 2024
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing
ACL 2023
Generative Calibration for In-context Learning
EMNLP 2023
Interpreting Sentiment Composition with Latent Semantic Tree
ACL 2023
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process
EMNLP 2023
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss
AAAI 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis
SemEval 2022
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks
EMNLP 2021
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss
EMNLP 2019
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots
CoNLL 2019
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation
ACL 2019
Curriculum Learning for Natural Answer Generation
IJCAI 2018
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning
ACL 2017
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations
IJCNLP 2017