Paul Buitelaar

Towards the Extraction of Customer-to-Customer Suggestions from Reviews

2015

State of the art in opinion mining mainly focuses on positive and negative sentiment summarisation of online customer reviews. We observe that reviewers tend to provide advice, recommendations and tips to the fellow customers on …

SemEval-2019 Task 9: Suggestion Mining from Online Reviews and Forums

2019

We present the pilot SemEval task on Suggestion Mining. The task consists of subtasks A and B, where we created labeled data from feedback forum and hotel reviews respectively. Subtask A provides training and test …

NUIG-DSI’s submission to The GEM Benchmark 2021

2021

This paper describes the submission by NUIG-DSI to the GEM benchmark 2021. We participate in the modeling shared task where we submit outputs on four datasets for datato-text generation, namely, DART, WebNLG (en), E2E and …

CALM-Bench: A Multi-task Benchmark for Evaluating Causality-Aware Language Models

2023

Causal reasoning is a critical component of human cognition and is required across a range of question-answering (QA) tasks (such as abductive reasoning, commonsense QA, and procedural reasoning). Research on causal QA has been underdefined, …