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Yacine Kessaci

3 accepted papers

2025

Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation

EMNLP 2025

Question-Answering (QA) systems are vital for rapidly accessing and comprehending information in academic literature.However, some academic questions require synthesizing information across multiple documents. While several prior resources consider multi-document QA, they often do not strictly enfor

2022

Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models

AAAI 2022technical

Domain adaptation aims to leverage source domain knowledge to predict target domain labels. Most domain adaptation methods tackle a single-source, single-target scenario, whereas source and target domain data can often be subdivided into data from different distributions in real-life applications (e…

2021

Towards a more Robust Evaluation for Conversational Question Answering

ACL 2021short

With the explosion of chatbot applications, Conversational Question Answering (CQA) has generated a lot of interest in recent years. Among proposals, reading comprehension models which take advantage of the conversation history (previous QA) seem to answer better than those which only consider the c…