Methods › Natural Language Processing › Transformers › PaLM › Papers where code ran, page 1
Pathways Language Model
PaLM
Papers archive 2025-07-28
archive papers tagged: 151 · with a code link: 57 · where Syntology ran a sample: 26 (25 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (26 of 151 tagged: 25 with a run with no instrument failure, 1 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 1: papers 1 to 26 of the 26 tagged papers where Syntology ran at least one harvested sample (25 with a run with no instrument failure, 1 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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Training and Evaluating Language Models with Template-based Data Generation 27 Nov 2024 · 1 repository · arXiv:2411.18104Syntology 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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Transformer tricks: Removing weights for skipless transformers 18 Apr 2024 · 1 repository · arXiv:2404.12362Syntology official (archive's flag): 9 ran · 9 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; 3 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples)
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Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs 22 Feb 2024 · 1 repository · arXiv:2402.14903Syntology 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)
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Learning with Mixture of Prototypes for Out-of-Distribution Detection 5 Feb 2024 · 1 repository · arXiv:2402.02653Syntology 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, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Improving Sequential Recommendations with LLMs 2 Feb 2024 · 1 repository · arXiv:2402.01339Syntology 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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MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries 27 Jan 2024 · 2 repositories · arXiv:2401.15391Syntology official (archive's flag): 4 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) · 4 pointer-only (licence)
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Extending LLMs' Context Window with 100 Samples 13 Jan 2024 · 1 repository · arXiv:2401.07004Syntology 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) · 4 pointer-only (licence)
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DiarizationLM: Speaker Diarization Post-Processing with Large Language Models 7 Jan 2024 · 2 repositories · arXiv:2401.03506Syntology 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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MEDITRON-70B: Scaling Medical Pretraining for Large Language Models 27 Nov 2023 · 1 repository · arXiv:2311.16079Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 14 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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FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models 16 Oct 2023 · 1 repository · arXiv:2310.10049Syntology 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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MatFormer: Nested Transformer for Elastic Inference 11 Oct 2023 · 2 repositories · arXiv:2310.07707Syntology 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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OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text 10 Oct 2023 · 2 repositories · arXiv:2310.06786Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples 2 Oct 2023 · 1 repository · arXiv:2310.01469Syntology 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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The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation 14 Aug 2023 · 1 repository · arXiv:2308.07286Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 1 pointer-only (licence)
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Simple synthetic data reduces sycophancy in large language models 7 Aug 2023 · 1 repository · arXiv:2308.03958Syntology 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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Palm: Predicting Actions through Language Models @ Ego4D Long-Term Action Anticipation Challenge 2023 28 Jun 2023 · 1 repository · arXiv:2306.16545Syntology 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) · 1 pointer-only (licence)
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Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance 26 May 2023 · 1 repository · arXiv:2305.17306Syntology 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) · 0 unverified (of 9 harvested samples) · 2 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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Sparks of Artificial General Intelligence: Early experiments with GPT-4 22 Mar 2023 · 3 repositories · arXiv:2303.12712Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Galactica: A Large Language Model for Science 16 Nov 2022 · 1 repository · arXiv:2211.09085Syntology 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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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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AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model 2 Aug 2022 · 1 repository · arXiv:2208.01448Syntology 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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Decentralized Training of Foundation Models in Heterogeneous Environments 2 Jun 2022 · 1 repository · arXiv:2206.01288Syntology 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) · 2 unverified (of 3 harvested samples)
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Large Language Models are Zero-Shot Reasoners 24 May 2022 · 4 repositories · arXiv:2205.11916Syntology official: harvested, nothing 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) · 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)