SLR: A million-scale comprehensive crossword dataset for simultaneous learning and reasoning

C Wang, T Zhu, Z Li, J Liu - Neurocomputing, 2023 - Elsevier
The progress of the natural language understanding (NLU) community has put forward
higher demands for the knowledge reserve and reasoning ability of the model. However …

Beyond Questions: Leveraging ColBERT for Keyphrase Search

J Gabín, J Parapar, C Macdonald - ar** PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction
A Sawczyn, K Viarenich, K Wojtasik… - arxiv preprint arxiv …, 2024 - arxiv.org
Advancements in AI and natural language processing have revolutionized machine-human
language interactions, with question answering (QA) systems playing a pivotal role. The …

Search Engines, LLMs or Both? Evaluating Information Seeking Strategies for Answering Health Questions

M Fernández-Pichel, JC Pichel, DE Losada - arxiv preprint arxiv …, 2024 - arxiv.org
Search engines have traditionally served as primary tools for information seeking. However,
the new Large Language Models (LLMs) have recently demonstrated remarkable …

[PDF][PDF] Reproducible Information Retrieval Research: From Principled System-Oriented Evaluations Towards User-Oriented Experimentation

T Breuer - 2023 - duepublico2.uni-due.de
The reproducibility of earlier findings is fundamental to the empirical sciences. Even though
this circumstance is widely acknowledged, several systematic large-scale reproducibility …

Information Access Using Neural Networks For Diverse Domains And Sources

Y **e - 2023 - uwspace.uwaterloo.ca
The ever-increasing volume of web-based documents poses a challenge in efficiently
accessing specialized knowledge from domain-specific sources, requiring a profound …