NIMZ at SemEval-2024 task 9: Evaluating methods in solving brainteasers defying commonsense

Z Rahimi, MM Shirzady, Z Taghavi… - Proceedings of the 18th …, 2024 - aclanthology.org
The goal and dream of the artificial intelligence field have long been the development of
intelligent systems or agents that mimic human behavior and thinking. Creativity is an …

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?

P Sadeghi, A Abaskohi, Y Yaghoobzadeh - arxiv preprint arxiv …, 2024 - arxiv.org
Inspired by human cognition, Jiang et al.(2023c) create a benchmark for assessing LLMs'
lateral thinking-thinking outside the box. Building upon this benchmark, we investigate how …

Columbus: Evaluating cognitive lateral understanding through multiple-choice rebuses

K Kraaijveld, Y Jiang, K Ma, F Ilievski - arxiv preprint arxiv:2409.04053, 2024 - arxiv.org
While visual question-answering (VQA) benchmarks have catalyzed the development of
reasoning techniques, they have focused on vertical thinking. Effective problem-solving also …

Knowcomp at semeval-2024 task 9: Conceptualization-augmented prompting with large language models for lateral reasoning

W Wang, B Xu, H Shi, J Bai, Q Hu… - Proceedings of the 18th …, 2024 - aclanthology.org
Lateral thinking is essential in breaking away from conventional thought patterns and finding
innovative solutions to problems. Despite this, language models often struggle with …

Guided profile generation improves personalization with llms

J Zhang - arxiv preprint arxiv:2409.13093, 2024 - arxiv.org
In modern commercial systems, including Recommendation, Ranking, and E-Commerce
platforms, there is a trend towards improving customer experiences by incorporating …

Zero shot is all you need at semeval-2024 task 9: A study of state of the art llms on lateral thinking puzzles

EM Monazzah, M Feghhi - … of the 18th International Workshop on …, 2024 - aclanthology.org
The successful deployment of large language models in numerous NLP tasks has spurred
the demand for tackling more complex tasks, which were previously unattainable. SemEval …

Davinci at semeval-2024 task 9: Few-shot prompting gpt-3.5 for unconventional reasoning

SV Mathur, AR **dal, M Shrivastava - arxiv preprint arxiv:2405.11559, 2024 - arxiv.org
While significant work has been done in the field of NLP on vertical thinking, which involves
primarily logical thinking, little work has been done towards lateral thinking, which involves …

MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thoughts

MN Raihan, D Goswami, ANB Emran… - arxiv preprint arxiv …, 2024 - arxiv.org
Our paper presents team MasonTigers submission to the SemEval-2024 Task 9-which
provides a dataset of puzzles for testing natural language understanding. We employ large …

Ounlp at semeval-2024 task 9: Retrieval-augmented generation for solving brain teasers with llms

V Saravanan, S Wilson - … of the 18th International Workshop on …, 2024 - aclanthology.org
The advancement of natural language processing has given rise to a variety of large
language models (LLMs) with capabilities extending into the realm of complex problem …

YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks

J Wang, J Wang, X Zhang - … of the 18th International Workshop on …, 2024 - aclanthology.org
This study describes the model built in Task 9: brainteaser in the SemEval-2024 competition,
which is a multiple-choice task. As active participants in Task 9, our system strategically …