Methods › General › Attention Mechanisms › Location-based Attention
Location-based Attention
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Location-based Attention is an attention mechanism in which the alignment scores are computed from solely the target hidden state 𝐡ₜ as follows:
𝐚ₜ = softmax(𝐖ₐ𝐡ₜ)
Papers archive 2025-07-28
30 shown of 37, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Intelligent DoS and DDoS Detection: A Hybrid GRU-NTM Approach to Network Security 10 Apr 2025 · 0 repositories · arXiv:2504.07478
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COVE: COntext and VEracity prediction for out-of-context images 3 Feb 2025 · 2 repositories · arXiv:2502.01194Syntology ran 1 of 1 samples · 0 unverified
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On the Role of Surrogates in Conformal Inference of Individual Causal Effects 16 Dec 2024 · 1 repository · arXiv:2412.12365
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SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance 7 Sep 2024 · 1 repository · arXiv:2409.04758
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Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction 17 Jun 2024 · 0 repositories · arXiv:2406.11941
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COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing 13 Jun 2024 · 1 repository · arXiv:2406.08850
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A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models 2 Jan 2024 · 1 repository · arXiv:2401.01313Syntology ran 0 of 1 samples · 1 unverified
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Memory-augmented conformer for improved end-to-end long-form ASR 22 Sep 2023 · 1 repository · arXiv:2309.13029
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Chain-of-Verification Reduces Hallucination in Large Language Models 20 Sep 2023 · 1 repository · arXiv:2309.11495
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Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization 31 Aug 2023 · 2 repositories · arXiv:2308.16761
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FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory 20 Aug 2023 · 0 repositories · arXiv:2308.10170
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Token Turing Machines 16 Nov 2022 · 1 repository · arXiv:2211.09119
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High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency 17 Nov 2021 · 0 repositories · arXiv:2111.09052
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Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR 14 Feb 2020 · 0 repositories · arXiv:2002.06165
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Location Attention for Extrapolation to Longer Sequences 10 Nov 2019 · 0 repositories · arXiv:1911.03872
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Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images 20 Oct 2019 · 1 repository · arXiv:1910.08978
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Memory-Augmented Recurrent Networks for Dialogue Coherence 16 Oct 2019 · 0 repositories · arXiv:1910.10487
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A Neural Turing~Machine for Conditional Transition Graph Modeling 15 Jul 2019 · 0 repositories · arXiv:1907.06432
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Understanding Memory Modules on Learning Simple Algorithms 1 Jul 2019 · 0 repositories · arXiv:1907.00820
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A review on Neural Turing Machine 10 Apr 2019 · 0 repositories · arXiv:1904.05061
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FastFusionNet: New State-of-the-Art for DAWNBench SQuAD 28 Feb 2019 · 2 repositories · arXiv:1902.11291
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Few-Shot Generalization Across Dialogue Tasks 28 Nov 2018 · 2 repositories · arXiv:1811.11707
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Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis 1 Nov 2018 · 0 repositories
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Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis 26 Sep 2018 · 0 repositories · arXiv:1809.10040
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Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection 22 Aug 2018 · 0 repositories · arXiv:1808.07244
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Context-Aware Neural Model for Temporal Information Extraction 1 Jul 2018 · 0 repositories
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Jiangnan at SemEval-2018 Task 11: Deep Neural Network with Attention Method for Machine Comprehension Task 1 Jun 2018 · 0 repositories
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A Taxonomy for Neural Memory Networks 1 May 2018 · 0 repositories · arXiv:1805.00327
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Meta-Learning via Feature-Label Memory Network 19 Oct 2017 · 0 repositories · arXiv:1710.07110
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Learned in Translation: Contextualized Word Vectors 1 Aug 2017 · 5 repositories · arXiv:1708.00107Syntology ran 3 of 3 samples · 0 unverified · 2 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 74 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections