Jie Zeng
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🏆
Keyword Champion
(2)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
instruction following
(5)
large language model
(4)
complex instruction
(2)
direct preference optimization
(1)
attention mechanism
(1)
dialogue generation
(1)
natural language understanding
(1)
model training
(1)
reward model
(1)
position bia
(1)
constraint decomposition
(1)
communicative function
(1)
soft constraint
(1)
self-supervised reinforcement learning
(1)
instruction understanding
(1)
aspect sentiment analysis
(1)
sentiment quad prediction
(1)
interview dialogue
(1)
semantic content prediction
(1)
food preference
(1)
Papers
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
ACL 2026
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025
Can Large Language Models Understand Real-World Complex Instructions?
AAAI 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024
Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
ACL 2024
Semantic Content Prediction for Generating Interviewing Dialogues to Elicit Users’ Food Preferences
COLING 2022