Methods › Natural Language Processing › Tokenizers › SentencePiece › Papers where code ran, page 1
SentencePiece
Papers archive 2025-07-28
archive papers tagged: 908 · with a code link: 438 · where Syntology ran a sample: 111 (96 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (111 of 908 tagged: 96 with a run with no instrument failure, 15 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 1 of 2: papers 1 to 100 of the 111 tagged papers where Syntology ran at least one harvested sample (96 with a run with no instrument failure, 15 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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LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming 21 May 2025 · 0 repositories · arXiv:2505.15039Syntology 11 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 8 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models 4 Nov 2024 · 1 repository · arXiv:2411.02083Syntology 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)
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Training-free Regional Prompting for Diffusion Transformers 4 Nov 2024 · 1 repository · arXiv:2411.02395Syntology official (archive's flag): 1 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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Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models 16 Sep 2024 · 1 repository · arXiv:2409.10695Syntology 18 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 1 violated, 4 with no contract checked; 9 where Syntology's instrument failed) · 3 unverified (of 21 harvested samples) · 21 pointer-only (licence)
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Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval 21 Jul 2024 · 1 repository · arXiv:2407.15051Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 9 pointer-only (licence)
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LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction 16 Jul 2024 · 1 repository · arXiv:2407.11335Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations 3 Apr 2024 · 1 repository · arXiv:2404.02452Syntology 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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Chronos: Learning the Language of Time Series 12 Mar 2024 · 6 repositories · arXiv:2403.07815Syntology official (archive's flag): 8 ran · 23 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 3 honoured, 1 violated, 18 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 28 harvested samples) · 5 pointer-only (licence)
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Advancing Parameter Efficiency in Fine-tuning via Representation Editing 23 Feb 2024 · 2 repositories · arXiv:2402.15179Syntology official (archive's flag): 1 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) · 1 pointer-only (licence)
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APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference 22 Jan 2024 · 1 repository · arXiv:2401.12200Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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LangBridge: Multilingual Reasoning Without Multilingual Supervision 19 Jan 2024 · 1 repository · arXiv:2401.10695Syntology 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) · 7 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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AST-T5: Structure-Aware Pretraining for Code Generation and Understanding 5 Jan 2024 · 1 repository · arXiv:2401.03003Syntology 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) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization 22 Nov 2023 · 1 repository · arXiv:2311.13171Syntology 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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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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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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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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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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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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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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Sparse Fine-tuning for Inference Acceleration of Large Language Models 10 Oct 2023 · 1 repository · arXiv:2310.06927Syntology 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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Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning 5 Oct 2023 · 1 repository · arXiv:2310.03249Syntology official (archive's flag): 28 ran · 28 ran (of which 0 constructed an object rather than computing a result; 28 with no instrument failure: 0 honoured, 0 violated, 28 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 28 harvested samples) · 28 pointer-only (licence)
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DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines 5 Oct 2023 · 3 repositories · arXiv:2310.03714Syntology community repositories only · 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) · 4 unverified (of 7 harvested samples)
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nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources 5 Sep 2023 · 1 repository · arXiv:2309.02373Syntology 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)
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SP³: Enhancing Structured Pruning via PCA Projection 31 Aug 2023 · 1 repository · arXiv:2308.16475Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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FIRE: Food Image to REcipe generation 28 Aug 2023 · 1 repository · arXiv:2308.14391Syntology official (archive's flag): 12 ran · 12 ran (of which 2 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models 14 Aug 2023 · 2 repositories · arXiv:2308.07269Syntology 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) · 2 unverified (of 6 harvested samples)
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You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content 10 Aug 2023 · 1 repository · arXiv:2308.05596Syntology 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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Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias 1 Aug 2023 · 1 repository · arXiv:2308.00225Syntology 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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No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models 12 Jul 2023 · 1 repository · arXiv:2307.06440Syntology official (archive's flag): 9 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 3 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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How Effective Are Neural Networks for Fixing Security Vulnerabilities 29 May 2023 · 1 repository · arXiv:2305.18607Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks 28 May 2023 · 1 repository · arXiv:2305.18395Syntology 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) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models 26 May 2023 · 2 repositories · arXiv:2305.16582Syntology 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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Learning to Imagine: Visually-Augmented Natural Language Generation 26 May 2023 · 1 repository · arXiv:2305.16944Syntology official: no sample here; runs from other or unrecorded repositories · 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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CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models 23 May 2023 · 1 repository · arXiv:2305.14214Syntology 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) · 3 pointer-only (licence)
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Instruction Tuned Models are Quick Learners 17 May 2023 · 1 repository · arXiv:2306.05539Syntology 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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Document Understanding Dataset and Evaluation (DUDE) 15 May 2023 · 1 repository · arXiv:2305.08455Syntology 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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NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models 12 May 2023 · 3 repositories · arXiv:2305.07766Syntology official (archive's flag): 3 ran · 5 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; 3 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 8 pointer-only (licence)
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Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes 3 May 2023 · 1 repository · arXiv:2305.02301Syntology 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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ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules 5 Apr 2023 · 1 repository · arXiv:2304.02173Syntology official (archive's flag): 16 ran · 16 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 10 where Syntology's instrument failed) · 3 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts? 3 Apr 2023 · 2 repositories · arXiv:2304.01002Syntology 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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Explicit Planning Helps Language Models in Logical Reasoning 28 Mar 2023 · 2 repositories · arXiv:2303.15714Syntology 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)
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TypeT5: Seq2seq Type Inference using Static Analysis 16 Mar 2023 · 1 repository · arXiv:2303.09564Syntology 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)
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TrojText: Test-time Invisible Textual Trojan Insertion 3 Mar 2023 · 1 repository · arXiv:2303.02242Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Specializing Smaller Language Models towards Multi-Step Reasoning 30 Jan 2023 · 2 repositories · arXiv:2301.12726Syntology 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)
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Progressive Prompts: Continual Learning for Language Models 29 Jan 2023 · 2 repositories · arXiv:2301.12314Syntology 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) · 3 unverified (of 11 harvested samples)
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ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models 20 Dec 2022 · 1 repository · arXiv:2212.10474Syntology 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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Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints 9 Dec 2022 · 1 repository · arXiv:2212.05055Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Data-Efficient Finetuning Using Cross-Task Nearest Neighbors 1 Dec 2022 · 1 repository · arXiv:2212.00196Syntology 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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Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs 15 Nov 2022 · 1 repository · arXiv:2211.07950Syntology official: no sample here; runs from other or unrecorded repositories · 3 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; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Crosslingual Generalization through Multitask Finetuning 3 Nov 2022 · 1 repository · arXiv:2211.01786Syntology 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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eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers 2 Nov 2022 · 2 repositories · arXiv:2211.01324Syntology 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
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SLING: Sino Linguistic Evaluation of Large Language Models 21 Oct 2022 · 1 repository · arXiv:2210.11689Syntology 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)
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Amos: An Adam-style Optimizer with Adaptive Weight Decay towards Model-Oriented Scale 21 Oct 2022 · 1 repository · arXiv:2210.11693Syntology official (archive's flag): 14 ran · 14 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; 0 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples)
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Scaling Instruction-Finetuned Language Models 20 Oct 2022 · 9 repositories · arXiv:2210.11416Syntology 8 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; 7 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples) · 2 pointer-only (licence)
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Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding 12 Oct 2022 · 2 repositories · arXiv:2210.06444Syntology 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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No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence 24 Jul 2022 · 1 repository · arXiv:2207.11680Syntology official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples) · 2 pointer-only (licence)
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DocPrompting: Generating Code by Retrieving the Docs 13 Jul 2022 · 2 repositories · arXiv:2207.05987Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
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Re2G: Retrieve, Rerank, Generate 13 Jul 2022 · 1 repository · arXiv:2207.06300Syntology official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning 5 Jul 2022 · 2 repositories · arXiv:2207.01780Syntology 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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NatGen: Generative pre-training by "Naturalizing" source code 15 Jun 2022 · 2 repositories · arXiv:2206.07585Syntology 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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LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning 13 Jun 2022 · 2 repositories · arXiv:2206.06522Syntology 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) · 1 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning 25 May 2022 · 1 repository · arXiv:2205.12598Syntology 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) · 2 unverified (of 5 harvested samples)
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RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL 14 May 2022 · 1 repository · arXiv:2205.06983Syntology 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) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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UL2: Unifying Language Learning Paradigms 10 May 2022 · 2 repositories · arXiv:2205.05131Syntology community repositories only · 15 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 16 harvested samples)
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MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages 18 Apr 2022 · 6 repositories · arXiv:2204.08582Syntology official (archive's flag): 1 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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PaLM: Scaling Language Modeling with Pathways 5 Apr 2022 · 7 repositories · arXiv:2204.02311Syntology 32 ran (of which 16 constructed an object rather than computing a result; 24 with no instrument failure: 2 honoured, 1 violated, 21 with no contract checked; 8 where Syntology's instrument failed) · 5 unverified (of 37 harvested samples)
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DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization 21 Mar 2022 · 2 repositories · arXiv:2203.11239Syntology official: harvested, nothing 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) · 1 pointer-only (licence)
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Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models 17 Mar 2022 · 1 repository · arXiv:2203.09397Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models 2 Mar 2022 · 2 repositories · arXiv:2203.01104Syntology 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)
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Regression Transformer: Concurrent sequence regression and generation for molecular language modeling 1 Feb 2022 · 1 repository · arXiv:2202.01338Syntology 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) · 1 unverified (of 8 harvested samples)
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UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models 16 Jan 2022 · 1 repository · arXiv:2201.05966Syntology 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, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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DREAM: Improving Situational QA by First Elaborating the Situation 16 Dec 2021 · 1 repository · arXiv:2112.08656Syntology 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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LongT5: Efficient Text-To-Text Transformer for Long Sequences 15 Dec 2021 · 4 repositories · arXiv:2112.07916Syntology 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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Dynamic Token Normalization Improves Vision Transformers 5 Dec 2021 · 1 repository · arXiv:2112.02624Syntology 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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Controlling Conditional Language Models without Catastrophic Forgetting 1 Dec 2021 · 2 repositories · arXiv:2112.00791Syntology official (archive's flag): 3 ran · 7 ran (of which 1 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) · 1 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning 22 Nov 2021 · 4 repositories · arXiv:2111.10952Syntology 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)
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Fast Model Editing at Scale 21 Oct 2021 · 3 repositories · arXiv:2110.11309Syntology 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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SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing 14 Oct 2021 · 6 repositories · arXiv:2110.07205Syntology community repositories only · 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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LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 14 Oct 2021 · 1 repository · arXiv:2110.07298Syntology 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) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples)
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Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers 22 Sep 2021 · 3 repositories · arXiv:2109.10686Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 4 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Primer: Searching for Efficient Transformers for Language Modeling 17 Sep 2021 · 4 repositories · arXiv:2109.08668Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Language Models are Few-shot Multilingual Learners 16 Sep 2021 · 1 repository · arXiv:2109.07684Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model 10 Sep 2021 · 1 repository · arXiv:2109.04672Syntology 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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PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models 10 Sep 2021 · 3 repositories · arXiv:2109.05093Syntology 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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CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation 2 Sep 2021 · 5 repositories · arXiv:2109.00859Syntology official: harvested, nothing ran · 6 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; 1 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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Evaluating the Robustness of Neural Language Models to Input Perturbations 27 Aug 2021 · 1 repository · arXiv:2108.12237Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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How Optimal is Greedy Decoding for Extractive Question Answering? 12 Aug 2021 · 1 repository · arXiv:2108.05857Syntology 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) · 2 unverified (of 5 harvested samples)
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XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages 25 Jun 2021 · 2 repositories · arXiv:2106.13822Syntology official: no sample here; runs from other or unrecorded repositories · 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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ByT5: Towards a token-free future with pre-trained byte-to-byte models 28 May 2021 · 5 repositories · arXiv:2105.13626Syntology official (archive's flag): 4 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) · 1 unverified (of 6 harvested samples)
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SciFive: a text-to-text transformer model for biomedical literature 28 May 2021 · 1 repository · arXiv:2106.03598Syntology 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)
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The Power of Scale for Parameter-Efficient Prompt Tuning 18 Apr 2021 · 12 repositories · arXiv:2104.08691Syntology community repositories only · 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) · 2 unverified (of 15 harvested samples)
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ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning 15 Apr 2021 · 1 repository · arXiv:2104.07644Syntology 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)
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GLM: General Language Model Pretraining with Autoregressive Blank Infilling 18 Mar 2021 · 8 repositories · arXiv:2103.10360Syntology community repositories only · 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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EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets 31 Dec 2020 · 1 repository · arXiv:2101.00063Syntology official (archive's flag): 1 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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Learning from Task Descriptions 16 Nov 2020 · 1 repository · arXiv:2011.08115Syntology 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) · 1 unverified (of 3 harvested samples)
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ABNIRML: Analyzing the Behavior of Neural IR Models 2 Nov 2020 · 2 repositories · arXiv:2011.00696Syntology 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) · 0 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Measuring Association Between Labels and Free-Text Rationales 24 Oct 2020 · 1 repository · arXiv:2010.12762Syntology 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) · 1 unverified (of 3 harvested samples)
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mT5: A massively multilingual pre-trained text-to-text transformer 22 Oct 2020 · 8 repositories · arXiv:2010.11934Syntology official (archive's flag): 5 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) · 3 unverified (of 13 harvested samples)
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Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent 19 Oct 2020 · 1 repository · arXiv:2010.09697Syntology official (archive's flag): 6 ran · 6 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; 5 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Aspect-based Document Similarity for Research Papers 13 Oct 2020 · 1 repository · arXiv:2010.06395Syntology 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)