Boosting Lightweight Sentence Embeddings with Knowledge Transfer from Advanced Models: A Model-Agnostic Approach von Gunel, Kadir, Amasyali, Mehmet Fatih

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SupMPN: Supervised Multiple Positives and Negatives Contrastive Learning Model for Semantic Textual Similarity von Dehghan, Somaiyeh, Amasyali, Mehmet Fatih

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SelfCCL: Curriculum Contrastive Learning by Transferring Self-Taught Knowledge for Fine-Tuning BERT von Dehghan, Somaiyeh, Amasyali, Mehmet Fatih

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A New Reward System Based on Human Demonstrations for Hard Exploration Games von Zeyad Tareq, Wadhah, Fatih Amasyali, Mehmet

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From text to multimodal: a survey of adversarial example generation in question answering systems von Yigit, Gulsum, Amasyali, Mehmet Fatih

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Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategies von Yigit, Gulsum, Amasyali, Mehmet Fatih

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Reviewer Assignment Problem: A Systematic Review of the Literature von Aksoy, Meltem, Yanik, Seda, Amasyali, Mehmet Fatih

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Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2 von Yigit, Gulsum, Amasyali, Mehmet Fatih

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Improved Space Forest: A Meta Ensemble Method von Amasyali, Mehmet Fatih

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Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving von Yigit, Gulsum, Amasyali, Mehmet Fatih

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Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster von Bulut, Faruk, Amasyali, Mehmet Fatih

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A comparative analysis of text representation, classification and clustering methods over real project proposals von Aksoy, Meltem, Yanık, Seda, Amasyali, Mehmet Fatih

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Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies von Kesgin, Himmet Toprak, Amasyali, Mehmet Fatih

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Classifier Ensembles with the Extended Space Forest von Amasyali, Mehmet Fatih, Ersoy, Okan K.

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A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive- k von DEDEOGLU, Enes, KESGIN, Himmet Toprak, AMASYALI, Mehmet Fatih

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Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling von Kesgin, Himmet Toprak, Amasyali, Mehmet Fatih

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Training with growing sets: A comparative study von Yeğin, Melike Nur, Kurttekin, Ömer, Bahşi, Serkan Kaan, Amasyali, Mehmet Fatih

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Semantic Role Labeling With Relative Clauses von BİLGİN, Metin, AMASYALI, Mehmet Fatih

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Generative diffusion models: A survey of current theoretical developments von Yeğin, Melike Nur, Amasyalı, Mehmet Fatih

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From text to multimodal: a survey of adversarial example generation in question answering systems von Yigit, Gulsum, Amasyali, Mehmet Fatih

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