Table of Contents: “... Based on Answer Contrastive Learning -- Importance-based Neuron Selective Distillation for Interference Mitigation in Multilingual Neural Machine Translation -- Are GPT Embeddings Useful for Ads and Recommendation? -- Modal interaction-enhanced Prompt...”

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Table of Contents: “...-supervision -- Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian -- Confidence Preservation Property in Knowledge Distillation Abstractions -- Image Analysis -- Exploring Optimal Configurations in Active Learning...”

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Table of Contents: “... Preservation -- USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments -- A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English -- Dialog Speech Sentiment Classification for Imbalanced Datasets -- Explicit...”

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Table of Contents: “... with Gated Memory for Visual Storytelling -- Discriminative Bayesian Filtering for the Semi-Supervised Augmentation of Sequential Observation Data -- TSAX is Trending- MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews...”

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Table of Contents: “... Knowledge Sources -- Design and Analysis of NICS based Web Attack Detection for Advanced Intrusion Detection System -- A System for Traffic Events Detection using Fuzzy C-Means -- Multilingual Short Text Analysis of Twitter using Random Forest Approach -- Quality...”

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Table of Contents: “... Multilingual Embeddings -- Hostility Detection in Hindi leveraging Pre-Trained Language Models -- Stacked embeddings and multiple fine-tuned XLM-RoBERTa models for Enhanced hostility identification -- Task Adaptive Pretraining of Transformers for Hostility Detection...”

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Table of Contents: “... Mining Technique -- Interactive Tangible Game for Collaborative Play between Children with Cerebral Palsy -- Establishing Field of Study: Towards development of a multilingual model for auto-detection of cyberbullying using fuzzy-crisp rules and Internet crowd...”

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Table of Contents: “... Entropy Model Using Anchor Sentences -- Using Collaborative Training Method to build Vietnamese Dependency Treebank -- Multilinguality in NLP -- A Novel Approach to Improve the Mongolian Language Model using Intermediate Characters -- Improved Joint Kazakh POS...”

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