Jason Cai
11 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (59)
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Generation
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Resources & Methods
(4)
Applications
(3)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Keywords
text summarization
(3)
large language model
(3)
llm feedback
(2)
llm agent
(2)
hallucination detection
(2)
memory augmentation
(2)
uncertainty quantification
(1)
semi-supervised learning
(1)
continual learning
(1)
speech recognition
(1)
question answering
(1)
text generation
(1)
semantic parsing
(1)
temporal reasoning
(1)
benchmark evaluation
(1)
spoken language understanding
(1)
semantic representation
(1)
direct preference optimization
(1)
semi-supervised classification
(1)
summarization evaluation
(1)
Papers
Active Generalized Category Discovery with Diverse LLM Feedback
EACL 2026
Learning to Summarize from LLM-generated Feedback
NAACL 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents
EMNLP 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection
EMNLP 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages
ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025
CERET: Cost-Effective Extrinsic Refinement for Text Generation
NAACL 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs
ACL 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection
NAACL 2024
UniSumEval: Towards Unified, Fine-grained, Multi-dimensional Summarization Evaluation for LLMs
EMNLP 2024
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training
EACL 2024