Mathieu Ravaut
7 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Generation
(6)
Deep Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Architectures
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
abstractive summarization
(5)
pre-trained language model
(2)
beam search
(2)
dialogue generation
(1)
text generation
(1)
text summarization
(1)
machine reading comprehension
(1)
semantic matching
(1)
item recommendation
(1)
generative model
(1)
state space model
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
zero-shot transfer
(1)
position bia
(1)
domain-specific dataset
(1)
encoder-decoder architecture
(1)
sequence-to-sequence model
(1)
long-term dependency
(1)
conversational recommender system
(1)
Papers
LOCOST: State-Space Models for Long Document Abstractive Summarization
EACL 2024
On Context Utilization in Summarization with Large Language Models
ACL 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task
EACL 2024
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets
EACL 2023
Unsupervised Summarization Re-ranking
ACL 2023
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization
ACL 2022
Towards Summary Candidates Fusion
EMNLP 2022