Jiaming Shen
28 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (56) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(13)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(139)
Top co-authors
Research topics
Machine Learning
(20)
Natural Language Processing
(18)
Artificial Intelligence
(14)
Applications
(12)
Core Methods
(12)
Core AI
(11)
Learning Types Β· Machine Learning
(10)
Deep Learning
(8)
Resources & Methods
(6)
Learning Types Β· Deep Learning
(5)
Learning Paradigms
(4)
Understanding
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Generation
(2)
Keywords
large language model
(7)
in-context learning
(3)
text classification
(3)
neural network
(2)
representation learning
(2)
hierarchical structure
(2)
training data generation
(2)
text generation
(2)
semantic class
(2)
semantic classification
(2)
preference learning
(2)
unsupervised learning
(2)
multi-task learning
(2)
entity set expansion
(2)
hierarchical text classification
(2)
direct preference optimization
(2)
weakly supervised learning
(2)
mathematical reasoning
(1)
text mining
(1)
uncertainty quantification
(1)
Papers
Building Math Agents with Multi-Turn Iterative Preference Learning
ICLR 2025
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning
AAAI 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank
NAACL 2025
RRM: Robust Reward Model Training Mitigates Reward Hacking
ICLR 2025
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
ACL 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
NAACL 2024
Multilingual Fine-Grained News Headline Hallucination Detection
EMNLP 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
ACL 2024
Predicting Text Preference Via Structured Comparative Reasoning
ACL 2024
Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach
ACL 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
NeurIPS 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
ACL 2023
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
ACL 2023
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion
ACL 2022
Phrase-aware Unsupervised Constituency Parsing
ACL 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
EMNLP 2022
Corpus-based Open-Domain Event Type Induction
EMNLP 2021
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
NAACL 2021
Taxonomy Completion via Triplet Matching Network
AAAI 2021
Training ELECTRA Augmented with Multi-word Selection
ACL 2021
Empower Entity Set Expansion via Language Model Probing
ACL 2020
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding
EMNLP 2020
SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery
EMNLP 2020
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis
ACL 2019
Mining Entity Synonyms with Efficient Neural Set Generation
AAAI 2019
Weakly-Supervised Hierarchical Text Classification
AAAI 2019
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
ACL 2018
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences
ACL 2017