Methods › Natural Language Processing › Subword Segmentation › BPE › Papers where code ran, page 13
Byte Pair Encoding
BPE
Papers archive 2025-07-28
archive papers tagged: 18,975 · with a code link: 8,675 · where Syntology ran a sample: 2,895 (2,443 with a run with no instrument failure, 452 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (2,895 of 18,975 tagged: 2,443 with a run with no instrument failure, 452 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 13 of 29: papers 1,201 to 1,300 of the 2,895 tagged papers where Syntology ran at least one harvested sample (2,443 with a run with no instrument failure, 452 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Event Causality Is Key to Computational Story Understanding 16 Nov 2023 · 1 repository · arXiv:2311.09648Syntology 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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Structured Chemistry Reasoning with Large Language Models 16 Nov 2023 · 1 repository · arXiv:2311.09656Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs 16 Nov 2023 · 1 repository · arXiv:2311.09774Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains 16 Nov 2023 · 1 repository · arXiv:2311.09797Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Neural-Logic Human-Object Interaction Detection 16 Nov 2023 · 1 repository · arXiv:2311.09817Syntology 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) · 0 unverified (of 2 harvested samples)
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ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code 16 Nov 2023 · 1 repository · arXiv:2311.09835Syntology 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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Token Prediction as Implicit Classification to Identify LLM-Generated Text 15 Nov 2023 · 1 repository · arXiv:2311.08723Syntology 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) · 3 unverified (of 6 harvested samples)
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Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers 15 Nov 2023 · 2 repositories · arXiv:2311.09000Syntology 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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Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search 15 Nov 2023 · 1 repository · arXiv:2311.09084Syntology official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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ToolTalk: Evaluating Tool-Usage in a Conversational Setting 15 Nov 2023 · 1 repository · arXiv:2311.10775Syntology 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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A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily 14 Nov 2023 · 1 repository · arXiv:2311.08268Syntology 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, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration 14 Nov 2023 · 1 repository · arXiv:2311.08562Syntology 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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Secure Transformer Inference Protocol 14 Nov 2023 · 1 repository · arXiv:2312.00025Syntology official (archive's flag): 3 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency 13 Nov 2023 · 1 repository · arXiv:2311.07172Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study 13 Nov 2023 · 1 repository · arXiv:2311.07387Syntology 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) · 2 unverified (of 8 harvested samples)
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CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer 11 Nov 2023 · 1 repository · arXiv:2311.06443Syntology official (archive's flag): 5 ran · 5 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; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance 11 Nov 2023 · 1 repository · arXiv:2311.06480Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models 10 Nov 2023 · 2 repositories · arXiv:2311.06233Syntology 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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Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations 10 Nov 2023 · 4 repositories · arXiv:2311.06330Syntology 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) · 2 pointer-only (licence)
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Agent Lumos: Unified and Modular Training for Open-Source Language Agents 9 Nov 2023 · 2 repositories · arXiv:2311.05657Syntology 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)
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Large Language Models can Strategically Deceive their Users when Put Under Pressure 9 Nov 2023 · 1 repository · arXiv:2311.07590Syntology 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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Data Factors for Better Compositional Generalization 8 Nov 2023 · 1 repository · arXiv:2311.04420Syntology 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) · 0 unverified (of 8 harvested samples)
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SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification 8 Nov 2023 · 1 repository · arXiv:2311.04442Syntology official (archive's flag): 9 ran · 9 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; 2 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Massive Editing for Large Language Models via Meta Learning 8 Nov 2023 · 1 repository · arXiv:2311.04661Syntology 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, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers 8 Nov 2023 · 1 repository · arXiv:2311.04744Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Rethinking Benchmark and Contamination for Language Models with Rephrased Samples 8 Nov 2023 · 1 repository · arXiv:2311.04850Syntology 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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Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models 8 Nov 2023 · 2 repositories · arXiv:2311.04902Syntology 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, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Neuro-GPT: Towards A Foundation Model for EEG 7 Nov 2023 · 1 repository · arXiv:2311.03764Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models 7 Nov 2023 · 1 repository · arXiv:2311.04131Syntology 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) · 0 unverified (of 4 harvested samples)
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Multi-resolution Time-Series Transformer for Long-term Forecasting 7 Nov 2023 · 2 repositories · arXiv:2311.04147Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Black-Box Prompt Optimization: Aligning Large Language Models without Model Training 7 Nov 2023 · 1 repository · arXiv:2311.04155Syntology 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)
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A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis 7 Nov 2023 · 1 repository · arXiv:2311.04157Syntology 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)
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DeepInception: Hypnotize Large Language Model to Be Jailbreaker 6 Nov 2023 · 1 repository · arXiv:2311.03191Syntology 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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Can LLMs Follow Simple Rules? 6 Nov 2023 · 1 repository · arXiv:2311.04235Syntology 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) · 2 unverified (of 3 harvested samples)
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PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion 3 Nov 2023 · 1 repository · arXiv:2311.01767Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples)
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GateLoop: Fully Data-Controlled Linear Recurrence for Sequence Modeling 3 Nov 2023 · 3 repositories · arXiv:2311.01927Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
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FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization 3 Nov 2023 · 1 repository · arXiv:2311.02271Syntology 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) · 3 unverified (of 6 harvested samples)
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Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model 2 Nov 2023 · 1 repository · arXiv:2311.00968Syntology 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) · 4 unverified (of 5 harvested samples)
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Data Augmentation for Code Translation with Comparable Corpora and Multiple References 1 Nov 2023 · 1 repository · arXiv:2311.00317Syntology 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) · 6 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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In Search of Lost Online Test-time Adaptation: A Survey 31 Oct 2023 · 1 repository · arXiv:2310.20199Syntology official (archive's flag): 14 ran · 14 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; 5 where Syntology's instrument failed) · 3 unverified (of 17 harvested samples) · 7 pointer-only (licence)
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Learning From Mistakes Makes LLM Better Reasoner 31 Oct 2023 · 1 repository · arXiv:2310.20689Syntology 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, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks 30 Oct 2023 · 1 repository · arXiv:2310.19470Syntology 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, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Large Trajectory Models are Scalable Motion Predictors and Planners 30 Oct 2023 · 1 repository · arXiv:2310.19620Syntology 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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Generating Medical Prescriptions with Conditional Transformer 30 Oct 2023 · 1 repository · arXiv:2310.19727Syntology official (archive's flag): 10 ran · 10 ran (of which 4 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization 30 Oct 2023 · 1 repository · arXiv:2310.20033Syntology official (archive's flag): 7 ran · 7 ran (of which 3 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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Pushdown Layers: Encoding Recursive Structure in Transformer Language Models 29 Oct 2023 · 1 repository · arXiv:2310.19089Syntology official (archive's flag): 14 ran · 14 ran (of which 8 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 23 harvested samples) · 23 pointer-only (licence)
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SOUL: Towards Sentiment and Opinion Understanding of Language 27 Oct 2023 · 1 repository · arXiv:2310.17924Syntology 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) · 3 unverified (of 5 harvested samples)
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Transformers as Graph-to-Graph Models 27 Oct 2023 · 1 repository · arXiv:2310.17936Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare 27 Oct 2023 · 1 repository · arXiv:2310.17956Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Large language models for aspect-based sentiment analysis 27 Oct 2023 · 1 repository · arXiv:2310.18025Syntology 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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Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression 26 Oct 2023 · 1 repository · arXiv:2310.17086Syntology official: no sample here; runs from other or unrecorded repositories · 8 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; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Codebook Features: Sparse and Discrete Interpretability for Neural Networks 26 Oct 2023 · 1 repository · arXiv:2310.17230Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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Learning to Abstract with Nonparametric Variational Information Bottleneck 26 Oct 2023 · 2 repositories · arXiv:2310.17284Syntology official (archive's flag): 10 ran · 10 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; 2 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation 26 Oct 2023 · 1 repository · arXiv:2310.17488Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents 26 Oct 2023 · 1 repository · arXiv:2310.17512Syntology 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) · 4 unverified (of 5 harvested samples)
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The Expressive Power of Low-Rank Adaptation 26 Oct 2023 · 1 repository · arXiv:2310.17513Syntology 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) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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In-Context Learning Dynamics with Random Binary Sequences 26 Oct 2023 · 1 repository · arXiv:2310.17639Syntology official (archive's flag): 7 ran · 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) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder 25 Oct 2023 · 1 repository · arXiv:2310.16318Syntology 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) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs 25 Oct 2023 · 1 repository · arXiv:2310.16355Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 17 harvested samples)
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CLEX: Continuous Length Extrapolation for Large Language Models 25 Oct 2023 · 1 repository · arXiv:2310.16450Syntology official (archive's flag): 9 ran · 9 ran (of which 2 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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LLM Performance Predictors are good initializers for Architecture Search 25 Oct 2023 · 1 repository · arXiv:2310.16712Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution 25 Oct 2023 · 4 repositories · arXiv:2310.16834Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 15 pointer-only (licence)
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LLM-FP4: 4-Bit Floating-Point Quantized Transformers 25 Oct 2023 · 1 repository · arXiv:2310.16836Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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TRAMS: Training-free Memory Selection for Long-range Language Modeling 24 Oct 2023 · 1 repository · arXiv:2310.15494Syntology 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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Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones? 24 Oct 2023 · 1 repository · arXiv:2310.15758Syntology 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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MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning 24 Oct 2023 · 3 repositories · arXiv:2310.16049Syntology 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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Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions 24 Oct 2023 · 1 repository · arXiv:2310.16076Syntology 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, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models 23 Oct 2023 · 2 repositories · arXiv:2310.14491Syntology 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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Evaluating Spatial Understanding of Large Language Models 23 Oct 2023 · 1 repository · arXiv:2310.14540Syntology 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) · 3 unverified (of 6 harvested samples)
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AlpaCare:Instruction-tuned Large Language Models for Medical Application 23 Oct 2023 · 1 repository · arXiv:2310.14558Syntology official (archive's flag): 7 ran · 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) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Language Models Hallucinate, but May Excel at Fact Verification 23 Oct 2023 · 1 repository · arXiv:2310.14564Syntology 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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning 23 Oct 2023 · 1 repository · arXiv:2310.14709Syntology official (archive's flag): 7 ran · 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) · 4 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift 23 Oct 2023 · 2 repositories · arXiv:2310.14838Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Non-autoregressive Streaming Transformer for Simultaneous Translation 23 Oct 2023 · 1 repository · arXiv:2310.14883Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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SLOG: A Structural Generalization Benchmark for Semantic Parsing 23 Oct 2023 · 1 repository · arXiv:2310.15040Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis 23 Oct 2023 · 1 repository · arXiv:2310.15100Syntology 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) · 3 pointer-only (licence)
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LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers 23 Oct 2023 · 1 repository · arXiv:2310.15164Syntology 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) · 6 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection 22 Oct 2023 · 1 repository · arXiv:2310.14228Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images 22 Oct 2023 · 1 repository · arXiv:2310.18341Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4 21 Oct 2023 · 1 repository · arXiv:2310.13988Syntology 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) · 0 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning 21 Oct 2023 · 1 repository · arXiv:2310.18338Syntology 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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Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models 20 Oct 2023 · 1 repository · arXiv:2310.13395Syntology 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) · 0 unverified (of 1 harvested sample)
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A Simple Baseline for Knowledge-Based Visual Question Answering 20 Oct 2023 · 0 repositories · arXiv:2310.13570Syntology 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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BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues 20 Oct 2023 · 1 repository · arXiv:2310.13650Syntology 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) · 2 unverified (of 3 harvested samples)
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Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks 20 Oct 2023 · 1 repository · arXiv:2310.13800Syntology 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) · 1 unverified (of 5 harvested samples)
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The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions 19 Oct 2023 · 1 repository · arXiv:2310.12418Syntology 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model 19 Oct 2023 · 1 repository · arXiv:2310.12611Syntology 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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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AgentTuning: Enabling Generalized Agent Abilities for LLMs 19 Oct 2023 · 1 repository · arXiv:2310.12823Syntology 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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Eureka: Human-Level Reward Design via Coding Large Language Models 19 Oct 2023 · 1 repository · arXiv:2310.12931Syntology official (archive's flag): 8 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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AutoMix: Automatically Mixing Language Models 19 Oct 2023 · 1 repository · arXiv:2310.12963Syntology 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) · 2 unverified (of 4 harvested samples)
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Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding 19 Oct 2023 · 2 repositories · arXiv:2310.12970Syntology official (archive's flag): 2 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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets 19 Oct 2023 · 1 repository · arXiv:2310.13061Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Sequence Length Independent Norm-Based Generalization Bounds for Transformers 19 Oct 2023 · 1 repository · arXiv:2310.13088Syntology 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) · 0 unverified (of 1 harvested sample)
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Understanding Addition in Transformers 19 Oct 2023 · 4 repositories · arXiv:2310.13121Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples)
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AMR Parsing with Causal Hierarchical Attention and Pointers 18 Oct 2023 · 1 repository · arXiv:2310.11964Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture 18 Oct 2023 · 1 repository · arXiv:2310.12109Syntology 4 ran (of which 4 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; every one of the 4 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following 18 Oct 2023 · 1 repository · arXiv:2310.12344Syntology 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) · 4 unverified (of 5 harvested samples)
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Probing the Creativity of Large Language Models: Can models produce divergent semantic association? 17 Oct 2023 · 1 repository · arXiv:2310.11158Syntology 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)
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BitNet: Scaling 1-bit Transformers for Large Language Models 17 Oct 2023 · 2 repositories · arXiv:2310.11453Syntology 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) · 3 pointer-only (licence)
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CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations 17 Oct 2023 · 1 repository · arXiv:2310.11501Syntology 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)