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Short description of portfolio item number 1
Short description of portfolio item number 2
Published in Student Research Workshop at RANLP, 2021
SQuAD-like approach to temporal Question Answering, with a curated datasets of 6000 examples and a LSTM-based model with an attention mechanism.
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Published in Arxiv, 2022
Topic modeling analysis of Schema-Guided Dialogues and MultiWOZ, where we search for topics that are most similar to a set of social-talk-related keywords.
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Published in YRRSDS, workshop associated with SIGDial, 2023
Position paper on the intersection between chitchat and task-oriented dialogues (TODs), with a focus on integrating capabilities typically associated with chitchat systems into task-oriented agents.
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Published in Under Review, 2023
Novel chitchat augmentation for MultiWOZ using in-context learning with Llama-2-70B. A chatty user adds elements of backstory to their request, interfering with the smooth progression of the task.
Published in Under Review, 2023
A unified approach to user emotion detection and TOD modeling. Tasks are learned with a single language modeling objective and lead to improved task success rates and more empathetic responses.
Published in ASRU, 2023
Comparative study based on entropy of recent Task-Oriented Dialogue datasets enhanced with chitchat.
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Class, INALCO, Department of Computational Linguistics, 2021
Intro to NLP for M1 students at INALCO (2021 - 2024)