Yicheng Zou
21 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(7)
🤝
Dynamic Duo
(17)
👥
Mega-Team
(34)
🧬
Topic Evolution
💎
Century Club
(20)
📈
Trend Setter
❓
The Questioner
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(99)
🔥
Unstoppable
(5)
Conferences
ACL (8)
EMNLP (5)
AAAI (2)
COLING (2)
IJCNLP (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
named entity recognition
(3)
dialogue summarization
(3)
mutual information
(2)
lexicon knowledge
(2)
character embedding
(2)
transfer learning
(2)
robustness evaluation
(2)
representation learning
(2)
large language model
(2)
graph neural network
(2)
text summarization
(2)
adversarial attack
(2)
text transformation
(2)
knowledge distillation
(2)
attention mechanism
(1)
dataset creation
(1)
model robustness
(1)
adversarial learning
(1)
unsupervised learning
(1)
text classification
(1)
Papers
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
ACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
ACL 2025
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
ACL 2025
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
ICML 2024
Towards Understanding Omission in Dialogue Summarization
ACL 2023
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
NIPS 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
ACL 2022
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents
ACL 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks
COLING 2022
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective
EMNLP 2022
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
IJCNLP 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
AAAI 2021
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
AAAI 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining
EMNLP 2021
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
EMNLP 2021
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
EMNLP 2021
A Lexicon-Based Graph Neural Network for Chinese NER
EMNLP 2019
A Lexicon-Based Graph Neural Network for Chinese NER
IJCNLP 2019
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
COLING 2018