DNLP@FinTOC’20: Table of Contents Detection in Financial Documents

no code implementations • FNP (COLING) 2020 • Dijana Kosmajac, Stacey Taylor, Mozhgan Saeidi

Title Detection and Table of Contents Generation are important components in detecting document structure.

Benchmarks for Physical Reasoning AI

1 code implementation • 17 Dec 2023 • Andrew Melnik, Robin Schiewer, Moritz Lange, Andrei Muresanu, Mozhgan Saeidi, Animesh Garg, Helge Ritter

Therefore, we aim to offer an overview of existing benchmarks and their solution approaches and propose a unified perspective for measuring the physical reasoning capacity of AI systems.

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset

1 code implementation • NeurIPS 2023 • Saeid Naeini, Raeid Saqur, Mozhgan Saeidi, John Giorgi, Babak Taati

In this paper we present the novel Only Connect Wall (OCW) dataset and report results from our evaluation of selected pre-trained language models and LLMs on creative problem solving tasks like grouping clue words by heterogeneous connections, and identifying correct open knowledge domain connections in respective groups.

Only Connect Walls Dataset Task 1 (Grouping) Only Connect Walls Dataset Task 2 (Connections)