Pierre Dognin
15 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (39)
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Topic Evolution
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Mega-Team Β· Squad
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Keyword Collector
(85)
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Century Club Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(9)
Deep Learning
(7)
Natural Language Processing
(7)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(5)
Core Methods
(4)
Generation
(3)
Models
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Optimization & Theory
(2)
Representation
(2)
Keywords
large language model
(5)
text generation
(3)
moment matching
(2)
implicit generative model
(2)
style transfer
(2)
adversarial learning
(2)
value alignment
(2)
pre-trained language model
(2)
text-to-graph generation
(2)
self-critical sequence training
(2)
content moderation
(1)
image captioning
(1)
commonsense knowledge
(1)
feature matching
(1)
natural language processing
(1)
reinforcement learning
(1)
semantic alignment
(1)
information extraction
(1)
transfer learning
(1)
model adaptation
(1)
Papers
AI Steerability 360: A Toolkit for Steering Large Language Models
ACL 2026
Evaluating the Prompt Steerability of Large Language Models
NAACL 2025
Granite Guardian: Comprehensive LLM Safeguarding
NAACL 2025
Programming Refusal with Conditional Activation Steering
ICLR 2025
Sparsity May Be All You Need: Sparse Random Parameter Adaptation
EMNLP 2025
ComVas: Contextual Moral Values Alignment System
IJCAI 2024
Value Alignment from Unstructured Text
EMNLP 2024
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
NeurIPS 2022
Knowledge Graph Generation From Text
EMNLP 2022
Improved Mutual Information Estimation
AAAI 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
EMNLP 2021
DualTKB: A Dual Learning Bridge between Text and Knowledge Base
EMNLP 2020
Learning Implicit Text Generation via Feature Matching
ACL 2020
Adversarial Semantic Alignment for Improved Image Captions
CVPR 2019
Learning Implicit Generative Models by Matching Perceptual Features
ICCV 2019