Diego Antognini
12 papers · 2019–2024 · 8 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.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 💎 Century Club · Bronze
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Machine Learning
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Artificial Intelligence
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Core AI
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Learning Types · Machine Learning
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Natural Language Processing
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Core Methods
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Deep Learning
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Generation
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Optimization & Theory
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Learning Types · Deep Learning
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Keywords
term extraction
(2)
large language model
(2)
unsupervised critiquing
(2)
sentence embedding
(2)
information extraction
(2)
attention mechanism
(1)
self-supervised learning
(1)
transfer learning
(1)
question answering
(1)
synthetic data
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text representation
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explanation generation
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fair classification
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probability distribution
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mathematical reasoning
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language model
(1)
multi-objective optimization
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weakly supervised learning
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user modeling
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document classification
(1)
Papers
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
NeurIPS 2024
ESG Accountability Made Easy: DocQA at Your Service
AAAI 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
NAACL 2024
Assistive Recipe Editing through Critiquing
EACL 2023
Extracting Text Representations for Terms and Phrases in Technical Domains
ACL 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language
ACL 2023
Unsupervised Term Extraction for Highly Technical Domains
EMNLP 2022
Addressing fairness in classification with a model-agnostic multi-objective algorithm
UAI 2021
Interacting with Explanations through Critiquing
IJCAI 2021
Multi-Dimensional Explanation of Target Variables from Documents
AAAI 2021
Rationalization through Concepts
ACL 2021
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization
EMNLP 2019