Search Results for author: Mucahid Kutlu

Found 13 papers, 3 papers with code

I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text

no code implementations29 Nov 2023 Kaan Efe Keleş, Ömer Kaan Gürbüz, Mucahid Kutlu

Potential harms of Large Language Models such as mass misinformation and plagiarism can be partially mitigated if there exists a reliable way to detect machine generated text.

Misinformation

New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches

1 code implementation19 Jan 2023 Mehmet Deniz Türkmen, Matthew Lease, Mucahid Kutlu

In addition, we show that our metrics achieve higher evaluation stability and discriminative power than the standard metrics we modify.

Information Retrieval Retrieval

Catch Me If You Can: Deceiving Stance Detection and Geotagging Models to Protect Privacy of Individuals on Twitter

no code implementations23 Jul 2022 Dilara Dogan, Bahadir Altun, Muhammed Said Zengin, Mucahid Kutlu, Tamer Elsayed

Our experiments show that the performance of BERT-based models fined tuned for stance detection decreases significantly due to typos, but it is not affected by paraphrasing.

Stance Detection

Patent Search Using Triplet Networks Based Fine-Tuned SciBERT

no code implementations23 Jul 2022 Utku Umur Acikalin, Mucahid Kutlu

In this paper, we propose a novel method for the prior-art search task.

Understanding and Predicting Characteristics of Test Collections in Information Retrieval

no code implementations24 Dec 2020 Md Mustafizur Rahman, Mucahid Kutlu, Matthew Lease

Research community evaluations in information retrieval, such as NIST's Text REtrieval Conference (TREC), build reusable test collections by pooling document rankings submitted by many teams.

Information Retrieval Retrieval +1

Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey

1 code implementation19 May 2020 Ammar Rashed, Mucahid Kutlu, Kareem Darwish, Tamer Elsayed, Cansin Bayrak

On June 24, 2018, Turkey conducted a highly consequential election in which the Turkish people elected their president and parliament in the first election under a new presidential system.

Clustering Sentence +2

Embedding-based Qualitative Analysis of Polarization in Turkey

no code implementations23 Sep 2019 Mucahid Kutlu, Kareem Darwish, Cansin Bayrak, Ammar Rashed, Tamer Elsayed

During the election period, the Turkish people extensively shared their political opinions on Twitter.

Social and Information Networks

Efficient Test Collection Construction via Active Learning

no code implementations17 Jan 2018 Md Mustafizur Rahman, Mucahid Kutlu, Tamer Elsayed, Matthew Lease

To create a new IR test collection at low cost, it is valuable to carefully select which documents merit human relevance judgments.

Active Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.