TTLab at AlexandriaX-2026: A Fine-Tuned Surface Tagger for Arabic Machine-Translation Error-Span Detection and Classification
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New papers, breakthroughs and academic AI research
Learnable Time-Frequency Masks for Explaining Time-Series Classifiers
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To Think or Not to Think: Allocating Reasoning Where It Helps
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Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings
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ModularSQL: A Runtime Guardrail for the Multiplicity Blind Spot in Text-to-SQL
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BridgeMem: Causal Dyadic Transition Residuals for Temporal Knowledge Graph Forecasting
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Ingest-Time Fact Compilation for Cost-Efficient and Reliable Question Answering over Revised Corpora
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Cross-Modal Emotion Understanding: A Transformer-GAT Approach for Dialogue Emotion Recognition
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Benchmarking Arabic--Russian Machine Translation: A Comparison of Fine-tuned NMT and Few-shot LLMs under Rich Morphology and Low Lexical Overlap
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Learning a Flow to Self-Supervised Representations
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The Gold in Bias: Maturing the AI Design Process through Verification
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PEEL: Physics-Enabled Evidential Learning for Identifiable Uncertainty in CT Imaging
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