Zhenzhong Lan
25 papers · 2014–2026 · 9 venues · across top CS/AI venues
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Research topics
Machine Learning
(16)
Natural Language Processing
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Artificial Intelligence
(14)
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(14)
Deep Learning
(12)
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(7)
Applications
(6)
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Keywords
large language model
(5)
dialogue system
(3)
text classification
(3)
sentence embedding
(2)
contrastive learning
(2)
conversational ai
(2)
mental health counseling
(2)
pre-trained model
(2)
mental health
(2)
sentiment analysis
(2)
natural language processing
(2)
unsupervised learning
(2)
transformer architecture
(2)
language model
(2)
mental health support
(2)
semantic similarity
(2)
conversation analysis
(2)
self-supervised learning
(1)
curriculum learning
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benchmark evaluation
(1)
Papers
CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit
ACL 2026
RECAP: Resistance Capture in Text-based Mental Health Counseling with Large Language Models
CoNLL 2026
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic
EMNLP 2025
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models
COLING 2025
NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models
ACL 2025
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
ACL 2025
PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support
ACL 2025
Value Residual Learning
ACL 2025
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
NeurIPS 2024
PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling
EMNLP 2024
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support
EMNLP 2024
Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
CVPR 2024
Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs
EMNLP 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
ACL 2024
Contrastive Learning of Sentence Embeddings from Scratch
EMNLP 2023
Enhancing Grammatical Error Correction Systems with Explanations
ACL 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding
AAAI 2023
Understanding Client Reactions in Online Mental Health Counseling
ACL 2023
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
ACL 2023
Memformer: A Memory-Augmented Transformer for Sequence Modeling
AACL 2022
Do Transformer Modifications Transfer Across Implementations and Applications?
EMNLP 2021
Dynamic Resolution Network
NeurIPS 2021
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ICLR 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark
COLING 2020
Self-Paced Learning with Diversity
NeurIPS 2014