Methods › General › Feedforward Networks › Dense Connections › Papers where code ran, page 15
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 15 of 40: papers 1,401 to 1,500 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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AlpaCare:Instruction-tuned Large Language Models for Medical Application 23 Oct 2023 · 1 repository · arXiv:2310.14558Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Language Models Hallucinate, but May Excel at Fact Verification 23 Oct 2023 · 1 repository · arXiv:2310.14564Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning 23 Oct 2023 · 1 repository · arXiv:2310.14709Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift 23 Oct 2023 · 2 repositories · arXiv:2310.14838Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Non-autoregressive Streaming Transformer for Simultaneous Translation 23 Oct 2023 · 1 repository · arXiv:2310.14883Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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SLOG: A Structural Generalization Benchmark for Semantic Parsing 23 Oct 2023 · 1 repository · arXiv:2310.15040Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis 23 Oct 2023 · 1 repository · arXiv:2310.15100Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers 23 Oct 2023 · 1 repository · arXiv:2310.15164Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection 22 Oct 2023 · 1 repository · arXiv:2310.14228Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images 22 Oct 2023 · 1 repository · arXiv:2310.18341Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4 21 Oct 2023 · 1 repository · arXiv:2310.13988Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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You Only Condense Once: Two Rules for Pruning Condensed Datasets 21 Oct 2023 · 1 repository · arXiv:2310.14019Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning 21 Oct 2023 · 1 repository · arXiv:2310.18338Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models 20 Oct 2023 · 1 repository · arXiv:2310.13395Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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A Simple Baseline for Knowledge-Based Visual Question Answering 20 Oct 2023 · 0 repositories · arXiv:2310.13570Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues 20 Oct 2023 · 1 repository · arXiv:2310.13650Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks 20 Oct 2023 · 1 repository · arXiv:2310.13800Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions 19 Oct 2023 · 1 repository · arXiv:2310.12418Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model 19 Oct 2023 · 1 repository · arXiv:2310.12611Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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AgentTuning: Enabling Generalized Agent Abilities for LLMs 19 Oct 2023 · 1 repository · arXiv:2310.12823Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Eureka: Human-Level Reward Design via Coding Large Language Models 19 Oct 2023 · 1 repository · arXiv:2310.12931Syntology official (archive's flag): 8 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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AutoMix: Automatically Mixing Language Models 19 Oct 2023 · 1 repository · arXiv:2310.12963Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding 19 Oct 2023 · 2 repositories · arXiv:2310.12970Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets 19 Oct 2023 · 1 repository · arXiv:2310.13061Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Sequence Length Independent Norm-Based Generalization Bounds for Transformers 19 Oct 2023 · 1 repository · arXiv:2310.13088Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Understanding Addition in Transformers 19 Oct 2023 · 4 repositories · arXiv:2310.13121Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples)
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AMR Parsing with Causal Hierarchical Attention and Pointers 18 Oct 2023 · 1 repository · arXiv:2310.11964Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture 18 Oct 2023 · 1 repository · arXiv:2310.12109Syntology 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following 18 Oct 2023 · 1 repository · arXiv:2310.12344Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples)
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Probing the Creativity of Large Language Models: Can models produce divergent semantic association? 17 Oct 2023 · 1 repository · arXiv:2310.11158Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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BitNet: Scaling 1-bit Transformers for Large Language Models 17 Oct 2023 · 2 repositories · arXiv:2310.11453Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations 17 Oct 2023 · 1 repository · arXiv:2310.11501Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models 16 Oct 2023 · 1 repository · arXiv:2310.10180Syntology 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) · 11 pointer-only (licence)
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Data Contamination Through the Lens of Time 16 Oct 2023 · 1 repository · arXiv:2310.10628Syntology 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) · 2 unverified (of 4 harvested samples)
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BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology 16 Oct 2023 · 1 repository · arXiv:2310.10632Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Approximating Two-Layer Feedforward Networks for Efficient Transformers 16 Oct 2023 · 2 repositories · arXiv:2310.10837Syntology 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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UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting 15 Oct 2023 · 1 repository · arXiv:2310.09751Syntology 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) · 4 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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DPZero: Private Fine-Tuning of Language Models without Backpropagation 14 Oct 2023 · 1 repository · arXiv:2310.09639Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples) · 3 pointer-only (licence)
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Towards Example-Based NMT with Multi-Levenshtein Transformers 13 Oct 2023 · 1 repository · arXiv:2310.08967Syntology 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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Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans 13 Oct 2023 · 1 repository · arXiv:2310.09017Syntology 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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PaLI-3 Vision Language Models: Smaller, Faster, Stronger 13 Oct 2023 · 1 repository · arXiv:2310.09199Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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QUIK: Towards End-to-End 4-Bit Inference on Generative Large Language Models 13 Oct 2023 · 1 repository · arXiv:2310.09259Syntology 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) · 4 unverified (of 13 harvested samples)
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Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning 13 Oct 2023 · 1 repository · arXiv:2310.09430Syntology 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) · 1 pointer-only (licence)
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LEMON: Lossless model expansion 12 Oct 2023 · 1 repository · arXiv:2310.07999Syntology 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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Interpreting Learned Feedback Patterns in Large Language Models 12 Oct 2023 · 1 repository · arXiv:2310.08164Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Jailbreaking Black Box Large Language Models in Twenty Queries 12 Oct 2023 · 1 repository · arXiv:2310.08419Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples)
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Prometheus: Inducing Fine-grained Evaluation Capability in Language Models 12 Oct 2023 · 3 repositories · arXiv:2310.08491Syntology 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) · 5 unverified (of 9 harvested samples) · 5 pointer-only (licence)
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Octopus: Embodied Vision-Language Programmer from Environmental Feedback 12 Oct 2023 · 1 repository · arXiv:2310.08588Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Sparse Universal Transformer 11 Oct 2023 · 2 repositories · arXiv:2310.07096Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
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Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions 11 Oct 2023 · 1 repository · arXiv:2310.07174Syntology 5 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog 11 Oct 2023 · 2 repositories · arXiv:2310.07259Syntology 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) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining 11 Oct 2023 · 1 repository · arXiv:2310.07402Syntology 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, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation 11 Oct 2023 · 1 repository · arXiv:2310.07403Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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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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Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models 11 Oct 2023 · 1 repository · arXiv:2310.07712Syntology 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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Large Language Models Are Zero-Shot Time Series Forecasters 11 Oct 2023 · 2 repositories · arXiv:2310.07820Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
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GeoLLM: Extracting Geospatial Knowledge from Large Language Models 10 Oct 2023 · 1 repository · arXiv:2310.06213Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing 10 Oct 2023 · 1 repository · arXiv:2310.06234Syntology official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling 10 Oct 2023 · 1 repository · arXiv:2310.06389Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 3 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples) · 8 pointer-only (licence)
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Humans and language models diverge when predicting repeating text 10 Oct 2023 · 1 repository · arXiv:2310.06408Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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iTransformer: Inverted Transformers Are Effective for Time Series Forecasting 10 Oct 2023 · 11 repositories · arXiv:2310.06625Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 4 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 4 pointer-only (licence)
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SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA 10 Oct 2023 · 1 repository · arXiv:2310.06675Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 16 harvested samples)
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SWE-bench: Can Language Models Resolve Real-World GitHub Issues? 10 Oct 2023 · 8 repositories · arXiv:2310.06770Syntology 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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Mistral 7B 10 Oct 2023 · 6 repositories · arXiv:2310.06825Syntology 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, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 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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Transformer Fusion with Optimal Transport 9 Oct 2023 · 1 repository · arXiv:2310.05719Syntology 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) · 7 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena 9 Oct 2023 · 1 repository · arXiv:2310.05746Syntology 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) · 3 unverified (of 8 harvested samples)
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Distributional Soft Actor-Critic with Three Refinements 9 Oct 2023 · 2 repositories · arXiv:2310.05858Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Reinforcement Learning in the Era of LLMs: What is Essential? What is needed? An RL Perspective on RLHF, Prompting, and Beyond 9 Oct 2023 · 2 repositories · arXiv:2310.06147Syntology 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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TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting 8 Oct 2023 · 2 repositories · arXiv:2310.04948Syntology official (archive's flag): 2 ran · 6 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; 2 where Syntology's instrument failed) · 8 unverified (of 14 harvested samples)
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Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements 8 Oct 2023 · 1 repository · arXiv:2310.05140Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval 8 Oct 2023 · 1 repository · arXiv:2310.05195Syntology 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) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT 7 Oct 2023 · 2 repositories · arXiv:2310.04673Syntology 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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SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning 7 Oct 2023 · 1 repository · arXiv:2310.04918Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU 7 Oct 2023 · 1 repository · arXiv:2310.04928Syntology 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)
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Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion 6 Oct 2023 · 2 repositories · arXiv:2310.04361Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples) · 2 pointer-only (licence)
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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models 6 Oct 2023 · 2 repositories · arXiv:2310.04406Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning 6 Oct 2023 · 1 repository · arXiv:2310.04412Syntology official (archive's flag): 16 ran · 16 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; 6 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 4 pointer-only (licence)
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PriViT: Vision Transformers for Fast Private Inference 6 Oct 2023 · 1 repository · arXiv:2310.04604Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Copy Suppression: Comprehensively Understanding an Attention Head 6 Oct 2023 · 1 repository · arXiv:2310.04625Syntology 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) · 3 pointer-only (licence)
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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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MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation 5 Oct 2023 · 2 repositories · arXiv:2310.03302Syntology 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) · 5 unverified (of 10 harvested samples) · 6 pointer-only (licence)
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Evaluating Hallucinations in Chinese Large Language Models 5 Oct 2023 · 3 repositories · arXiv:2310.03368Syntology 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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Agent Instructs Large Language Models to be General Zero-Shot Reasoners 5 Oct 2023 · 1 repository · arXiv:2310.03710Syntology 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) · 1 unverified (of 10 harvested samples)
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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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MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning 5 Oct 2023 · 1 repository · arXiv:2310.03731Syntology 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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Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation 5 Oct 2023 · 2 repositories · arXiv:2310.03780Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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NOLA: Compressing LoRA using Linear Combination of Random Basis 4 Oct 2023 · 1 repository · arXiv:2310.02556Syntology official (archive's flag): 5 ran · 5 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; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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GET: Group Event Transformer for Event-Based Vision 4 Oct 2023 · 2 repositories · arXiv:2310.02642Syntology official (archive's flag): 8 ran · 8 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Delving into CLIP latent space for Video Anomaly Recognition 4 Oct 2023 · 1 repository · arXiv:2310.02835Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning 4 Oct 2023 · 1 repository · arXiv:2310.02954Syntology official (archive's flag): 2 ran · 5 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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T³Bench: Benchmarking Current Progress in Text-to-3D Generation 4 Oct 2023 · 1 repository · arXiv:2310.02977Syntology 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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Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture 4 Oct 2023 · 1 repository · arXiv:2310.03052Syntology 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) · 9 unverified (of 10 harvested samples)
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Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference 4 Oct 2023 · 2 repositories · arXiv:2310.03184Syntology official (archive's flag): 7 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) · 8 unverified (of 20 harvested samples)
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HallE-Control: Controlling Object Hallucination in Large Multimodal Models 3 Oct 2023 · 2 repositories · arXiv:2310.01779Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance 3 Oct 2023 · 1 repository · arXiv:2310.02107Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Probabilistically Rewired Message-Passing Neural Networks 3 Oct 2023 · 1 repository · arXiv:2310.02156Syntology 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) · 8 pointer-only (licence)
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Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation 3 Oct 2023 · 1 repository · arXiv:2310.02304Syntology 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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EcoAssistant: Using LLM Assistant More Affordably and Accurately 3 Oct 2023 · 1 repository · arXiv:2310.03046Syntology 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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Linear attention is (maybe) all you need (to understand transformer optimization) 2 Oct 2023 · 1 repository · arXiv:2310.01082Syntology 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)