Shaoliang Nie
15 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40) 🗃️ Keyword Collector (77)
💎
Century Club · Bronze
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The Questioner
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(10)
Core AI
(9)
Natural Language Processing
(8)
Application Areas
(6)
Deep Learning
(5)
Applications
(5)
Learning Types · Machine Learning
(5)
Core Methods
(4)
Learning Paradigms
(3)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
multimodal learning
(3)
model compression
(2)
prompt tuning
(2)
parameter-efficient fine-tuning
(2)
knowledge distillation
(2)
rationale extraction
(2)
text classification
(2)
information extraction
(1)
entity linking
(1)
multi-task learning
(1)
content moderation
(1)
model interpretability
(1)
explanation regularization
(1)
interpretable machine learning
(1)
entity disambiguation
(1)
knowledge base
(1)
out-of-distribution generalization
(1)
fine-grained classification
(1)
meme classification
(1)
text generation
(1)
Papers
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
NeurIPS 2024
APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models
EMNLP 2023
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales
ACL 2023
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation
EMNLP 2023
Generating Hashtags for Short-form Videos with Guided Signals
ACL 2023
MUSTIE: Multimodal Structural Transformer for Web Information Extraction
ACL 2023
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
NeurIPS 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem
ACL 2022
ER-Test: Evaluating Explanation Regularization Methods for Language Models
EMNLP 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ICML 2022
Findings of the WOAH 5 Shared Task on Fine Grained Hateful Memes Detection
ACL 2021
Modality-specific Distillation
NAACL 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
EMNLP 2021