Maxime De Bruyn
10 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
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language model
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question answering
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world knowledge
(2)
knowledge selection
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intent classification
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response generation
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large language model
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transfer learning
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knowledge-grounded dialogue
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natural language inference
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machine translation
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semantic similarity
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generative model
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multilingual retrieval
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Papers
Follow the Knowledge: Structural Biases and Artefacts in Knowledge Grounded Dialog Datasets
ACL 2023
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits
EMNLP 2023
Open-Domain Dialog Evaluation Using Follow-Ups Likelihood
COLING 2022
Machine Translation for Multilingual Intent Detection and Slots Filling
EMNLP 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model
COLING 2022
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions
EMNLP 2022
20Q: Overlap-Free World Knowledge Benchmark for Language Models
EMNLP 2022
What Was Your Name Again? Interrogating Generative Conversational Models For Factual Consistency Evaluation
EMNLP 2022
MFAQ: a Multilingual FAQ Dataset
EMNLP 2021
Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models
EMNLP 2021