95 citations · 665 across the 55 of their papers we have counts for
4 papers · 1 filter
GINGER: Grounded Information Nugget-Based Generation of Responses
Weronika Łajewska, Krisztian Balog
Retrieval-augmented generation (RAG) faces challenges related to factual correctness, source attribution, and response completeness. To address them, we propose a modular pipeline…
Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions
Krisztian Balog, John Palowitch, Barbara Ikica +3
The emergence of synthetic data represents a pivotal shift in modern machine learning, offering a solution to satisfy the need for large volumes of data in domains where real data…
Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020
Vinay Setty, Krisztian Balog
This paper summarizes our participation in the SMART Task of the ISWC 2020 Challenge. A particular question we are interested in answering is how well neural methods, and specifica…
Conversational Entity Linking: Problem Definition and Datasets
Hideaki Joko, Faegheh Hasibi, Krisztian Balog +1
Machine understanding of user utterances in conversational systems is of utmost importance for enabling engaging and meaningful conversations with users. Entity Linking (EL) is one…