Yijia Shao
13 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (41) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (80)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(9)
Core AI
(8)
Machine Learning
(7)
Deep Learning
(6)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(6)
Resources & Methods
(6)
Applications · Natural Language Processing
(4)
Learning Paradigms
(4)
Application Areas
(3)
Generation
(3)
Data Science & Analytics
(2)
Core Methods
(2)
Applications · Data Science & Analytics
(1)
Keywords
language model
(6)
catastrophic forgetting
(3)
representation learning
(2)
pre-trained language model
(2)
continual learning
(2)
dialogue system
(2)
large language model
(2)
domain-adaptive pre-training
(2)
transfer learning
(1)
semantic analysis
(1)
few-shot learning
(1)
incremental learning
(1)
class-incremental learning
(1)
semantic representation
(1)
natural language inference
(1)
knowledge transfer
(1)
likelihood ratio
(1)
reinforcement learning from human feedback
(1)
text classification
(1)
evaluation framework
(1)
Papers
Future of Work in the Age of LLMs
ACL 2026
Aligning Language Models with Demonstrated Feedback
ICLR 2025
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
NAACL 2024
Class Incremental Learning via Likelihood Ratio Based Task Prediction
ICLR 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations
EMNLP 2024
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action
NeurIPS 2024
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks
ACL 2023
Class-Incremental Learning based on Label Generation
ACL 2023
Continual Pre-training of Language Models
ICLR 2023
Adapting a Language Model While Preserving its General Knowledge
EMNLP 2022
Continual Training of Language Models for Few-Shot Learning
EMNLP 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information
EMNLP 2022