Yichen Jiang
13 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(12)
🧬
Topic Evolution
🏆
Keyword Champion
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(59)
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(4)
Applications
(4)
Architectures
(4)
Core AI
(4)
Core Methods
(4)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Knowledge & Reasoning
(1)
Robotics
(1)
Keywords
compositional generalization
(4)
attention mechanism
(3)
sequence-to-sequence model
(2)
multi-hop reasoning
(2)
question answering
(2)
data augmentation
(1)
machine translation
(1)
self-supervised learning
(1)
policy learning
(1)
text summarization
(1)
coreference resolution
(1)
adversarial training
(1)
neural network optimization
(1)
semantic matching
(1)
fact verification
(1)
early stopping
(1)
mutual exclusivity
(1)
vector quantization
(1)
sequence prediction
(1)
claim verification
(1)
Papers
Hierarchical and Dynamic Prompt Compression for Efficient Zero-shot API Usage
EACL 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings
ACL 2024
ReMix: Optimizing Data Mixtures for Large Scale Imitation Learning
CoRL 2024
Data Factors for Better Compositional Generalization
EMNLP 2023
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality
EMNLP 2022
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
NAACL 2021
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks
EMNLP 2021
Learning and Analyzing Generation Order for Undirected Sequence Models
EMNLP 2021
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
EMNLP 2020
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA
ACL 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension
ACL 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning
EMNLP 2019
Closed-Book Training to Improve Summarization Encoder Memory
EMNLP 2018