Methods › HINT
Hierarchical Information Threading
HINT
Introduced by Hitarth Narvala et al. in Effective Hierarchical Information Threading Using Network Community Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
An unsupervised approach for identifying Hierarchical Information Threads by analysing the network of related articles in a collection. In particular, HINT leverages article timestamps and the 5W1H questions to identify related articles about an event or discussion. HINT then constructs a network representation of the articles, and identify threads as strongly connected hierarchical network communities.
Papers archive 2025-07-28
30 shown of 115, 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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The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements 27 Jun 2025 · 1 repository · arXiv:2506.22419
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Generative Blocks World: Moving Things Around in Pictures 25 Jun 2025 · 0 repositories · arXiv:2506.20703
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On the efficacy of old features for the detection of new bots 24 Jun 2025 · 0 repositories · arXiv:2506.19635
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HI-SQL: Optimizing Text-to-SQL Systems through Dynamic Hint Integration 11 Jun 2025 · 0 repositories · arXiv:2506.18916
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LeanTutor: A Formally-Verified AI Tutor for Mathematical Proofs 10 Jun 2025 · 0 repositories · arXiv:2506.08321
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Training-Free Query Optimization via LLM-Based Plan Similarity 6 Jun 2025 · 0 repositories · arXiv:2506.05853
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MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM 30 May 2025 · 0 repositories · arXiv:2505.24238
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Implicit bias produces neural scaling laws in learning curves, from perceptrons to deep networks 19 May 2025 · 1 repository · arXiv:2505.13230
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The Promise and Limits of LLMs in Constructing Proofs and Hints for Logic Problems in Intelligent Tutoring Systems 7 May 2025 · 0 repositories · arXiv:2505.04736
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Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning 6 May 2025 · 0 repositories · arXiv:2505.03172
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"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts 21 Apr 2025 · 0 repositories · arXiv:2504.15145
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ColorVein: Colorful Cancelable Vein Biometrics 19 Apr 2025 · 0 repositories · arXiv:2504.14253
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LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections 9 Apr 2025 · 0 repositories · arXiv:2504.10504
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MKA: Leveraging Cross-Lingual Consensus for Model Abstention 31 Mar 2025 · 1 repository · arXiv:2503.23687Syntology ran 2 of 3 samples · 1 unverified
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Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration 26 Mar 2025 · 1 repository · arXiv:2503.20174Syntology ran 3 of 7 samples · 4 unverified · 7 pointer-only (licence)
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Inside-Out: Hidden Factual Knowledge in LLMs 19 Mar 2025 · 0 repositories · arXiv:2503.15299
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ML-Triton, A Multi-Level Compilation and Language Extension to Triton GPU Programming 19 Mar 2025 · 0 repositories · arXiv:2503.14985
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High-Dimensional Interlingual Representations of Large Language Models 14 Mar 2025 · 0 repositories · arXiv:2503.11280
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The Space Between: On Folding, Symmetries and Sampling 11 Mar 2025 · 0 repositories · arXiv:2503.08502
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START: Self-taught Reasoner with Tools 6 Mar 2025 · 0 repositories · arXiv:2503.04625
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Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval 26 Feb 2025 · 0 repositories · arXiv:2502.19149
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Heterogeneous Multi-Agent Bandits with Parsimonious Hints 22 Feb 2025 · 0 repositories · arXiv:2502.16128
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Training-Free Safe Denoisers for Safe Use of Diffusion Models 11 Feb 2025 · 0 repositories · arXiv:2502.08011
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Israel-Hamas war through Telegram, Reddit and Twitter 30 Jan 2025 · 0 repositories · arXiv:2502.00060
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A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference 23 Jan 2025 · 0 repositories · arXiv:2501.13735
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MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction 12 Jan 2025 · 1 repository · arXiv:2501.06823
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Characterizing Measurement Error in the German Socio-Economic Panel Using Linked Survey and Administrative Data 6 Jan 2025 · 0 repositories · arXiv:2501.03015
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Deep Learning Based Recalibration of SDSS and DESI BAO Alleviates Hubble and Clustering Tensions 19 Dec 2024 · 0 repositories · arXiv:2412.14750
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Knowledge Distillation in RNN-Attention Models for Early Prediction of Student Performance 19 Dec 2024 · 1 repository · arXiv:2412.14526
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Hint Marginalization for Improved Reasoning in Large Language Models 17 Dec 2024 · 0 repositories · arXiv:2412.13292
Tasks archive 2025-07-28
20 shown of 124 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
The archive places this method in no collection.
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