تصفح حسب المؤلف "Kutlu, Mucahid"
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Annotator rationales for labeling tasks in crowdsourcing
Kutlu, Mucahid; McDonnell, Tyler; Elsayed, Tamer; Lease, Matthew ( Elsevier , 2020 , Article)When collecting item ratings from human judges, it can be difficult to measure and enforce data quality due to task subjectivity and lack of transparency into how judges make each rating decision. To address this, we ... -
ArTest: The First Test Collection for Arabic Web Search with Relevance Rationales
Hasanain, Maram; Barkallah, Yassmine; Suwaileh, Reem; Kutlu, Mucahid; Elsayed, Tamer ( Association for Computing Machinery, Inc , 2020 , Conference Paper)The scarcity of Arabic test collections has long hindered information retrieval (IR) research over the Arabic Web. In this work, we present ArTest, the first large-scale test collection designed for the evaluation of ad-hoc ... -
Efficient Test Collection Construction via Active Learning
Rahman, Md Mustafizur; Kutlu, Mucahid; Elsayed, Tamer; Lease, Matthew ( Association for Computing Machinery , 2020 , Conference Paper)To create a new IR test collection at low cost, it is valuable to carefully select which documents merit human relevance judgments. Shared task campaigns such as NIST TREC pool document rankings from many participating ... -
The many benefits of annotator rationales for relevance judgments
McDonnell, Tyler; Kutlu, Mucahid; Elsayed, Tamer; Lease, Matthew ( International Joint Conferences on Artificial Intelligence , 2017 , Conference Paper)When collecting subjective human ratings of items, it can be difficult to measure and enforce data quality due to task subjectivity and lack of insight into how judges arrive at each rating decision. To address this, we ... -
Mix and match: Collaborative expert-crowd judging for building test collections accurately and affordably
Kutlu, Mucahid; McDonnell, Tyler; Sheshadri, Aashish; Elsayed, Tamer; Lease, Matthew ( CEUR-WS , 2018 , Conference Paper)Crowdsourcing offers an affordable and scalable means to collect relevance judgments for information retrieval test collections. However, crowd assessors may showhigher variance in judgment quality than trusted assessors. ... -
Overview of the CLEF-2021 CheckThat! Lab Task 1 on check-worthiness estimation in tweets and political debates
Shaar, Shaden; Hasanain, Maram; Hamdan, Bayan; Ali, Zien Sheikh; Haouari, Fatima; Nikolov, Alex; Kutlu, Mucahid; Kartal, Yavuz Selim; Alam, Firoj; da San Martino, Giovanni; Barrón-Cedeño, Alberto; Míguez, Rubén; Beltrán, Javier; Elsayed, Tamer; Nakov, Preslav... more authors ... less authors ( CEUR-WS , 2021 , Conference Paper)We present an overview of Task 1 of the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs of the Evaluation Forum (CLEF). The task asks to predict which posts in a Twitter stream are worth ... -
Overview of the CLEF–2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News
Nakov, Preslav; Da San Martino, Giovanni; Elsayed, Tamer; Barrón-Cedeño, Alberto; Míguez, Rubén; Shaar, Shaden; Alam, Firoj; Haouari, Fatima; Hasanain, Maram; Mansour, Watheq; Hamdan, Bayan; Ali, Zien Sheikh; Babulkov, Nikolay; Nikolov, Alex; Shahi, Gautam Kishore; Struß, Julia Maria; Mandl, Thomas; Kutlu, Mucahid; Kartal, Yavuz Selim... more authors ... less authors ( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)We describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to factuality, and covers Arabic, Bulgarian, ... -
Overview of the CLEF–2023 CheckThat! Lab on Checkworthiness, Subjectivity, Political Bias, Factuality, and Authority of News Articles and Their Source
Barrón-Cedeño, Alberto; Alam, Firoj; Galassi, Andrea; Da San Martino, Giovanni; Nakov, Preslav; Elsayed, Tamer; Azizov, Dilshod; Caselli, Tommaso; Cheema, Gullal S.; Haouari, Fatima; Hasanain, Maram; Kutlu, Mucahid; Li, Chengkai; Ruggeri, Federico; Struß, Julia Maria; Zaghouani, Wajdi... more authors ... less authors ( Springer Science and Business Media Deutschland GmbH , 2023 , Conference Paper)We describe the sixth edition of the CheckThat! lab, part of the 2023 Conference and Labs of the Evaluation Forum (CLEF). The five previous editions of CheckThat! focused on the main tasks of the information verification ... -
Your Behavior Signals Your Reliability: Modeling Crowd Behavioral Traces to Ensure Quality Relevance Annotations
Goyal, Tanya; McDonnell, Tyler; Kutlu, Mucahid; Elsayed, Tamer; Lease, Matthew ( AAAI Press , 2018 , Conference Paper)While peer-agreement and gold checks are well-established methods for ensuring quality in crowdsourced data collection, we explore a relatively new direction for quality control: estimating work quality directly from ...