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Ruben Janssen

2 accepted papers

2024

Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering

COLING 2024main

The efficacy of neural “retrieve and generate” systems is well established for question answering (QA) over unstructured text. Recent efforts seek to extend this approach to knowledge graph (KG) QA by converting structured triples to unstructured text. However, the relevance of KG triples retrieved…

Cited by 1SourcePDFScholar
2024

Speechworthy Instruction-tuned Language Models

EMNLP 2024main

Current instruction-tuned language models are exclusively trained with textual preference data and thus may not be aligned to the unique requirements of other modalities, such as speech. To better align language models with the speech domain, we explore i) prompting strategies based on radio-industr…

Cited by 3SourcePDFScholar