Junlei Zhang
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
semantic similarity
(2)
unsupervised learning
(2)
contrastive learning
(2)
large language model
(2)
sentence embedding
(2)
deep neural network
(1)
language model
(1)
synthetic data
(1)
foundation model
(1)
evaluation benchmark
(1)
multi-turn interaction
(1)
knowledge reasoning
(1)
agent evaluation
(1)
residual network
(1)
multi-turn agent
(1)
benchmark framework
(1)
incremental advancement
(1)
interactive visualization
(1)
autoregressive decoding
(1)
feature transfer
(1)
Papers
Non-myopic Generation of Language Models for Reasoning and Planning
ICLR 2025
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
NeurIPS 2024
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
NeurIPS 2023
Contrastive Learning of Sentence Embeddings from Scratch
EMNLP 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding
AAAI 2023
Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts
NeurIPS 2020