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MMLU
Papers archive 2025-07-28
archive papers tagged: 340 · with a code link: 156 · where Syntology ran a sample: 78 (60 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (78 of 340 tagged: 60 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)
Page 2 of 4: papers 101 to 200 of 340, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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5 Jul 2024 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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4 Jul 2024 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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27 Jun 2024 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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25 Jun 2024 1 repository listed
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24 Jun 2024 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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24 Jun 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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23 Jun 2024 1 repository listed
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20 Jun 2024 1 repository listed
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20 Jun 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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17 Jun 2024 1 repository listed
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16 Jun 2024 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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12 Jun 2024 1 repository listed
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3 Jun 2024 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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23 May 2024 1 repository listed Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 20 harvested samples) · 20 pointer-only (licence)
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23 May 2024 1 repository listed
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25 Apr 2024 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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21 Apr 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified; the one sample that ran constructed an object rather than computing a result (of 7 harvested samples) · 7 pointer-only (licence)
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12 Apr 2024 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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11 Apr 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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2 Apr 2024 1 repository listed
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27 Mar 2024 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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26 Mar 2024 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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13 Mar 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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8 Mar 2024 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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7 Mar 2024 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples)
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4 Mar 2024 1 repository listed
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27 Feb 2024 1 repository listed
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27 Feb 2024 1 repository listed
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25 Feb 2024 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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8 Feb 2024 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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1 Feb 2024 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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25 Jan 2024 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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22 Dec 2023 1 repository listed
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19 Dec 2023 1 repository listed
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11 Dec 2023 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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5 Dec 2023 1 repository listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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5 Dec 2023 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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30 Nov 2023 1 repository listed
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22 Nov 2023 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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22 Nov 2023 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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16 Nov 2023 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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8 Nov 2023 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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26 Oct 2023 1 repository listed
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14 Oct 2023 1 repository listed
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8 Oct 2023 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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3 Oct 2023 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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27 Sep 2023 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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19 Sep 2023 1 repository listed
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27 Aug 2023 1 repository listed
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24 May 2023 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
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21 May 2023 1 repository listed
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16 May 2023 1 repository listed
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17 Apr 2023 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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30 Dec 2022 1 repository listed
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26 Dec 2022 1 repository listed
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16 Nov 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning16 Jul 2025 0 repositories listed
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Lizard: An Efficient Linearization Framework for Large Language Models11 Jul 2025 0 repositories listed
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Integrating External Tools with Large Language Models to Improve Accuracy9 Jul 2025 0 repositories listed
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7 Jul 2025 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content25 Jun 2025 0 repositories listed
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Enterprise Large Language Model Evaluation Benchmark25 Jun 2025 0 repositories listed
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Multi-lingual Functional Evaluation for Large Language Models25 Jun 2025 0 repositories listed
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Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training18 Jun 2025 0 repositories listed
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Slimming Down LLMs Without Losing Their Minds12 Jun 2025 0 repositories listed
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Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models12 Jun 2025 0 repositories listed
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MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing9 Jun 2025 0 repositories listed
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From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment7 Jun 2025 0 repositories listed
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Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers5 Jun 2025 0 repositories listed
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GEM: Empowering LLM for both Embedding Generation and Language Understanding4 Jun 2025 0 repositories listed
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Model Unlearning via Sparse Autoencoder Subspace Guided Projections30 May 2025 0 repositories listed
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Revisiting Uncertainty Estimation and Calibration of Large Language Models29 May 2025 0 repositories listed
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Large Language Models Often Know When They Are Being Evaluated28 May 2025 0 repositories listed
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Interleaved Reasoning for Large Language Models via Reinforcement Learning26 May 2025 0 repositories listed
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Efficient Data Selection at Scale via Influence Distillation25 May 2025 0 repositories listed
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B-score: Detecting biases in large language models using response history24 May 2025 0 repositories listed
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INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling22 May 2025 0 repositories listed
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Cost-aware LLM-based Online Dataset Annotation21 May 2025 0 repositories listed
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Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning20 May 2025 0 repositories listed
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Dual Decomposition of Weights and Singular Value Low Rank Adaptation20 May 2025 0 repositories listed
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Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst20 May 2025 0 repositories listed
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Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation16 May 2025 0 repositories listed
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Mining Hidden Thoughts from Texts: Evaluating Continual Pretraining with Synthetic Data for LLM Reasoning15 May 2025 0 repositories listed
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KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning14 May 2025 0 repositories listed
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AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection12 May 2025 0 repositories listed
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SEM: Reinforcement Learning for Search-Efficient Large Language Models12 May 2025 0 repositories listed
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A Scaling Law for Token Efficiency in LLM Fine-Tuning Under Fixed Compute Budgets9 May 2025 0 repositories listed
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Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma29 May 2025 0 repositories listed
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LLMs Outperform Experts on Challenging Biology Benchmarks9 May 2025 0 repositories listed
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Measuring Hong Kong Massive Multi-Task Language Understanding4 May 2025 0 repositories listed
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Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients3 May 2025 0 repositories listed
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LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception21 Apr 2025 0 repositories listed
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Transferable text data distillation by trajectory matching14 Apr 2025 0 repositories listed
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Domain-Adaptive Continued Pre-Training of Small Language Models13 Apr 2025 0 repositories listed
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Large Language Models Could Be Rote Learners11 Apr 2025 0 repositories listed
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GAAPO: Genetic Algorithmic Applied to Prompt Optimization9 Apr 2025 0 repositories listed
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Sample, Don't Search: Rethinking Test-Time Alignment for Language Models4 Apr 2025 0 repositories listed
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More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment3 Apr 2025 0 repositories listed
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Order Independence With Finetuning30 Mar 2025 0 repositories listed
Syntology lines on 37 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.