Methods › General › Feedforward Networks › Dense Connections › Papers where code ran, page 19
Dense Connections
Papers archive 2025-07-28
archive papers tagged: 29,230 · with a code link: 12,972 · where Syntology ran a sample: 3,929 (3,303 with a run with no instrument failure, 626 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,929 of 29,230 tagged: 3,303 with a run with no instrument failure, 626 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 19 of 40: papers 1,801 to 1,900 of the 3,929 tagged papers where Syntology ran at least one harvested sample (3,303 with a run with no instrument failure, 626 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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Do Language Models Know When They're Hallucinating References? 29 May 2023 · 1 repository · arXiv:2305.18248Syntology 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)
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Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning 29 May 2023 · 1 repository · arXiv:2305.18459Syntology official (archive's flag): 15 ran · 19 ran (of which 3 constructed an object rather than computing a result; 18 with no instrument failure: 5 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 11 unverified (of 30 harvested samples) · 4 pointer-only (licence)
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Test-Time Training on Nearest Neighbors for Large Language Models 29 May 2023 · 1 repository · arXiv:2305.18466Syntology 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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From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework 29 May 2023 · 1 repository · arXiv:2305.18503Syntology 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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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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Generating EDU Extracts for Plan-Guided Summary Re-Ranking 28 May 2023 · 1 repository · arXiv:2305.17779Syntology official (archive's flag): 6 ran · 6 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; 6 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 10 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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Geometric Algebra Transformer 28 May 2023 · 2 repositories · arXiv:2305.18415Syntology 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) · 1 pointer-only (licence)
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Mitigating Label Biases for In-context Learning 28 May 2023 · 1 repository · arXiv:2305.19148Syntology 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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Matrix Information Theory for Self-Supervised Learning 27 May 2023 · 3 repositories · arXiv:2305.17326Syntology official (archive's flag): 3 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? 27 May 2023 · 1 repository · arXiv:2305.17352Syntology 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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DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text 27 May 2023 · 1 repository · arXiv:2305.17359Syntology 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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SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks 27 May 2023 · 2 repositories · arXiv:2305.17390Syntology 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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CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers 27 May 2023 · 1 repository · arXiv:2305.17455Syntology 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) · 2 unverified (of 4 harvested samples)
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Graph Inductive Biases in Transformers without Message Passing 27 May 2023 · 2 repositories · arXiv:2305.17589Syntology 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) · 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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Future-conditioned Unsupervised Pretraining for Decision Transformer 26 May 2023 · 1 repository · arXiv:2305.16683Syntology 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) · 1 pointer-only (licence)
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Backpack Language Models 26 May 2023 · 1 repository · arXiv:2305.16765Syntology 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
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On Evaluating Adversarial Robustness of Large Vision-Language Models 26 May 2023 · 1 repository · arXiv:2305.16934Syntology 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, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models 26 May 2023 · 1 repository · arXiv:2305.16943Syntology 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) · 1 unverified (of 3 harvested samples) · 3 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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NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models 26 May 2023 · 2 repositories · arXiv:2305.16986Syntology official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks 26 May 2023 · 1 repository · arXiv:2305.17100Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 7 pointer-only (licence)
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COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models 26 May 2023 · 1 repository · arXiv:2305.17235Syntology 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 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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UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation 25 May 2023 · 1 repository · arXiv:2305.15756Syntology 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) · 6 pointer-only (licence)
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Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation 25 May 2023 · 1 repository · arXiv:2305.15852Syntology 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)
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NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation 25 May 2023 · 2 repositories · arXiv:2305.15911Syntology 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) · 0 unverified (of 3 harvested samples)
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GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes 25 May 2023 · 1 repository · arXiv:2305.16037Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 4 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 15 harvested samples) · 5 pointer-only (licence)
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Voyager: An Open-Ended Embodied Agent with Large Language Models 25 May 2023 · 1 repository · arXiv:2305.16291Syntology 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)
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Landmark Attention: Random-Access Infinite Context Length for Transformers 25 May 2023 · 2 repositories · arXiv:2305.16300Syntology official (archive's flag): 1 ran · 11 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
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On the Tool Manipulation Capability of Open-source Large Language Models 25 May 2023 · 1 repository · arXiv:2305.16504Syntology 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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Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models 24 May 2023 · 1 repository · arXiv:2305.14623Syntology 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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ExpertPrompting: Instructing Large Language Models to be Distinguished Experts 24 May 2023 · 2 repositories · arXiv:2305.14688Syntology 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) · 0 unverified (of 3 harvested samples)
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A Causal View of Entity Bias in (Large) Language Models 24 May 2023 · 1 repository · arXiv:2305.14695Syntology 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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Trusting Your Evidence: Hallucinate Less with Context-aware Decoding 24 May 2023 · 3 repositories · arXiv:2305.14739Syntology 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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From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions 24 May 2023 · 1 repository · arXiv:2305.14874Syntology 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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ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games 24 May 2023 · 1 repository · arXiv:2305.14879Syntology 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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Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4 24 May 2023 · 1 repository · arXiv:2305.14928Syntology 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)
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Editing Common Sense in Transformers 24 May 2023 · 1 repository · arXiv:2305.14956Syntology 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) · 4 unverified (of 10 harvested samples)
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Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks 24 May 2023 · 1 repository · arXiv:2305.14965Syntology 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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Reasoning with Language Model is Planning with World Model 24 May 2023 · 3 repositories · arXiv:2305.14992Syntology 4 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; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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LLMDet: A Third Party Large Language Models Generated Text Detection Tool 24 May 2023 · 1 repository · arXiv:2305.15004Syntology 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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How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives 24 May 2023 · 1 repository · arXiv:2305.15032Syntology 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) · 5 unverified (of 11 harvested samples)
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AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models 24 May 2023 · 1 repository · arXiv:2305.15064Syntology 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) · 2 unverified (of 4 harvested samples)
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Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning 24 May 2023 · 1 repository · arXiv:2305.15065Syntology official (archive's flag): 9 ran · 9 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; 4 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models 24 May 2023 · 1 repository · arXiv:2305.15074Syntology official: no sample here; runs from other or unrecorded repositories · 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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HuatuoGPT, towards Taming Language Model to Be a Doctor 24 May 2023 · 2 repositories · arXiv:2305.15075Syntology 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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Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering 24 May 2023 · 1 repository · arXiv:2305.15387Syntology official (archive's flag): 12 ran · 12 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; 1 where Syntology's instrument failed) · 6 unverified (of 18 harvested samples)
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Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation 24 May 2023 · 1 repository · arXiv:2305.15541Syntology 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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Text Is All You Need: Learning Language Representations for Sequential Recommendation 23 May 2023 · 1 repository · arXiv:2305.13731Syntology 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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Aligning Large Language Models through Synthetic Feedback 23 May 2023 · 1 repository · arXiv:2305.13735Syntology 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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Condensing Multilingual Knowledge with Lightweight Language-Specific Modules 23 May 2023 · 1 repository · arXiv:2305.13993Syntology official (archive's flag): 2 ran · 2 ran (of which 2 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) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
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Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification 23 May 2023 · 1 repository · arXiv:2305.14032Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Weakly Supervised 3D Open-vocabulary Segmentation 23 May 2023 · 1 repository · arXiv:2305.14093Syntology official (archive's flag): 12 ran · 12 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; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 10 pointer-only (licence)
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ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding 23 May 2023 · 1 repository · arXiv:2305.14196Syntology 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) · 1 unverified (of 3 harvested samples)
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FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation 23 May 2023 · 4 repositories · arXiv:2305.14251Syntology official (archive's flag): 10 ran · 11 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples) · 6 pointer-only (licence)
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WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia 23 May 2023 · 1 repository · arXiv:2305.14292Syntology 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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QLoRA: Efficient Finetuning of Quantized LLMs 23 May 2023 · 20 repositories · arXiv:2305.14314Syntology official (archive's flag): 3 ran · 18 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 2 violated, 2 with no contract checked; 12 where Syntology's instrument failed) · 8 unverified (of 26 harvested samples) · 17 pointer-only (licence)
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Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation 23 May 2023 · 1 repository · arXiv:2305.14327Syntology 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) · 4 unverified (of 14 harvested samples)
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Automatic Model Selection with Large Language Models for Reasoning 23 May 2023 · 1 repository · arXiv:2305.14333Syntology 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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Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training 23 May 2023 · 7 repositories · arXiv:2305.14342Syntology 13 ran (of which 4 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples)
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MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems 23 May 2023 · 1 repository · arXiv:2305.14536Syntology 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) · 4 pointer-only (licence)
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When should we prefer Decision Transformers for Offline Reinforcement Learning? 23 May 2023 · 1 repository · arXiv:2305.14550Syntology 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) · 2 pointer-only (licence)
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All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations 23 May 2023 · 1 repository · arXiv:2305.14555Syntology 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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RWKV: Reinventing RNNs for the Transformer Era 22 May 2023 · 14 repositories · arXiv:2305.13048Syntology official (archive's flag): 3 ran · 6 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; 2 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization 22 May 2023 · 1 repository · arXiv:2305.13091Syntology 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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GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints 22 May 2023 · 4 repositories · arXiv:2305.13245Syntology 4 ran (of which 2 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) · 3 pointer-only (licence)
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RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text 22 May 2023 · 2 repositories · arXiv:2305.13304Syntology official (archive's flag): 1 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) · 1 pointer-only (licence)
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VDT: General-purpose Video Diffusion Transformers via Mask Modeling 22 May 2023 · 1 repository · arXiv:2305.13311Syntology official (archive's flag): 4 ran · 8 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; 4 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Learning Subpocket Prototypes for Generalizable Structure-based Drug Design 22 May 2023 · 1 repository · arXiv:2305.13997Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation 21 May 2023 · 2 repositories · arXiv:2305.12347Syntology official: harvested, nothing 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) · 3 pointer-only (licence)
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Evaluating the Performance of Large Language Models on GAOKAO Benchmark 21 May 2023 · 1 repository · arXiv:2305.12474Syntology 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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TheoremQA: A Theorem-driven Question Answering dataset 21 May 2023 · 1 repository · arXiv:2305.12524Syntology official (archive's flag): 1 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) · 0 unverified (of 10 harvested samples)
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Explaining How Transformers Use Context to Build Predictions 21 May 2023 · 1 repository · arXiv:2305.12535Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Gene Set Summarization using Large Language Models 21 May 2023 · 1 repository · arXiv:2305.13338Syntology 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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CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting 20 May 2023 · 1 repository · arXiv:2305.12095Syntology 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) · 2 pointer-only (licence)
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What Makes for Good Visual Tokenizers for Large Language Models? 20 May 2023 · 1 repository · arXiv:2305.12223Syntology 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) · 1 pointer-only (licence)
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Graph Propagation Transformer for Graph Representation Learning 19 May 2023 · 1 repository · arXiv:2305.11424Syntology official (archive's flag): 4 ran · 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) · 4 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 8 harvested samples) · 8 pointer-only (licence)
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PointGPT: Auto-regressively Generative Pre-training from Point Clouds 19 May 2023 · 1 repository · arXiv:2305.11487Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate 19 May 2023 · 1 repository · arXiv:2305.11595Syntology 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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Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery 19 May 2023 · 2 repositories · arXiv:2305.11692Syntology 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) · 4 pointer-only (licence)
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Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding 19 May 2023 · 2 repositories · arXiv:2305.12031Syntology 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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Generalized Planning in PDDL Domains with Pretrained Large Language Models 18 May 2023 · 1 repository · arXiv:2305.11014Syntology 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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Emergent Representations of Program Semantics in Language Models Trained on Programs 18 May 2023 · 1 repository · arXiv:2305.11169Syntology official (archive's flag): 12 ran · 12 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; 12 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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Explaining black box text modules in natural language with language models 17 May 2023 · 2 repositories · arXiv:2305.09863Syntology 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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EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging 17 May 2023 · 1 repository · arXiv:2305.10006Syntology official (archive's flag): 4 ran · 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) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
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AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression 17 May 2023 · 1 repository · arXiv:2305.10010Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Rethinking Data Augmentation for Tabular Data in Deep Learning 17 May 2023 · 1 repository · arXiv:2305.10308Syntology 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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Tree of Thoughts: Deliberate Problem Solving with Large Language Models 17 May 2023 · 6 repositories · arXiv:2305.10601Syntology official (archive's flag): 2 ran · 19 ran (of which 6 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 24 harvested samples) · 1 pointer-only (licence)
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Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions 17 May 2023 · 1 repository · arXiv:2305.10614Syntology 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) · 5 unverified (of 12 harvested samples) · 7 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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C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models 15 May 2023 · 1 repository · arXiv:2305.08322Syntology 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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Text Classification via Large Language Models 15 May 2023 · 1 repository · arXiv:2305.08377Syntology 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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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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RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs 15 May 2023 · 1 repository · arXiv:2305.08844Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 6 pointer-only (licence)
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Small Models are Valuable Plug-ins for Large Language Models 15 May 2023 · 1 repository · arXiv:2305.08848Syntology 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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Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction 14 May 2023 · 2 repositories · arXiv:2305.08144Syntology 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, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples)
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MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling 14 May 2023 · 1 repository · arXiv:2305.08264Syntology 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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The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? 13 May 2023 · 2 repositories · arXiv:2305.07970Syntology 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)