Yicheng Zou
19 papers · 2018–2026 · 6 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.
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Machine Learning
(13)
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(11)
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(7)
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Keywords
dialogue summarization
(3)
large language model
(2)
named entity recognition
(2)
representation learning
(2)
transfer learning
(2)
text summarization
(2)
knowledge distillation
(2)
mutual information
(2)
policy optimization
(1)
text classification
(1)
adversarial learning
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model robustness
(1)
dataset creation
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attention mechanism
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unsupervised learning
(1)
natural language processing
(1)
neural machine translation
(1)
sentiment analysis
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reinforcement learning
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topic modeling
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Papers
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
ACL 2025
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
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
ICML 2024
Towards Understanding Omission in Dialogue Summarization
ACL 2023
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents
ACL 2022
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective
EMNLP 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks
COLING 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
ACL 2022
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
NeurIPS 2022
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
EMNLP 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining
EMNLP 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
EMNLP 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
A Lexicon-Based Graph Neural Network for Chinese NER
EMNLP 2019
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
COLING 2018