Methods › General › Regularization › Label Smoothing › Papers, page 68

Label Smoothing

Papers archive 2025-07-28

archive papers tagged: 14,327 · with a code link: 6,651 · where Syntology ran a sample: 2,259 (1,920 with a run with no instrument failure, 339 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (2,259 of 14,327 tagged: 1,920 with a run with no instrument failure, 339 where every run was a failure of Syntology's instrument)

Page 68 of 144: papers 6,701 to 6,800 of 14,327, newest first by the archive's date (ties by slug), in archive order.

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.

• Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection
  22 Oct 2023 · 1 repository · arXiv:2310.14154
• An overview of text-to-speech systems and media applications
  22 Oct 2023 · 0 repositories · arXiv:2310.14301
• ConViViT -- A Deep Neural Network Combining Convolutions and Factorized Self-Attention for Human Activity Recognition
  22 Oct 2023 · 0 repositories · arXiv:2310.14416
• CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images
  22 Oct 2023 · 1 repository · arXiv:2310.18341
  Syntology 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)
• Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
  22 Oct 2023 · 1 repository · arXiv:2310.14228
  Syntology 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)
• Large Language Models are biased to overestimate profoundness
  22 Oct 2023 · 1 repository · arXiv:2310.14422
• Manifold-Preserving Transformers are Effective for Short-Long Range Encoding
  22 Oct 2023 · 1 repository · arXiv:2310.14206
• MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data
  22 Oct 2023 · 0 repositories · arXiv:2310.14143
• UniMAP: Universal SMILES-Graph Representation Learning
  22 Oct 2023 · 1 repository · arXiv:2310.14216
• Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction
  22 Oct 2023 · 1 repository · arXiv:2310.14158
• Concept-based Anomaly Detection in Retail Stores for Automatic Correction using Mobile Robots
  21 Oct 2023 · 0 repositories · arXiv:2310.14063
• Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer
  21 Oct 2023 · 0 repositories · arXiv:2310.13906
• GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4
  21 Oct 2023 · 1 repository · arXiv:2310.13988
  Syntology 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)
• Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning
  21 Oct 2023 · 1 repository · arXiv:2310.18338
  Syntology 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)
• AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.18331
• Application of deep learning for livestock behaviour recognition: A systematic literature review
  20 Oct 2023 · 0 repositories · arXiv:2310.13483
• Ask Language Model to Clean Your Noisy Translation Data
  20 Oct 2023 · 0 repositories · arXiv:2310.13469
• Auxiliary Features-Guided Super Resolution for Monte Carlo Rendering
  20 Oct 2023 · 0 repositories · arXiv:2310.13235
• BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues
  20 Oct 2023 · 1 repository · arXiv:2310.13650
  Syntology 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)
• Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation
  20 Oct 2023 · 1 repository · arXiv:2310.13361
• 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:2310.13395
  Syntology 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)
• She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.18333
• Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks
  20 Oct 2023 · 1 repository · arXiv:2310.13800
  Syntology 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)
• FMRT: Learning Accurate Feature Matching with Reconciliatory Transformer
  20 Oct 2023 · 0 repositories · arXiv:2310.13605
• MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model
  20 Oct 2023 · 1 repository · arXiv:2310.13265
• Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT
  20 Oct 2023 · 1 repository · arXiv:2310.13824
• POTLoc: Pseudo-Label Oriented Transformer for Point-Supervised Temporal Action Localization
  20 Oct 2023 · 0 repositories · arXiv:2310.13585
• Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling
  20 Oct 2023 · 1 repository · arXiv:2310.13604
• The Impact of Performance Expectancy, Workload, Risk, and Satisfaction on Trust in ChatGPT: Cross-sectional Survey Analysis
  20 Oct 2023 · 0 repositories · arXiv:2311.05632
• The Perils & Promises of Fact-checking with Large Language Models
  20 Oct 2023 · 0 repositories · arXiv:2310.13549
• Tuna: Instruction Tuning using Feedback from Large Language Models
  20 Oct 2023 · 1 repository · arXiv:2310.13385
• 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision
  19 Oct 2023 · 0 repositories · arXiv:2310.12817
• AgentTuning: Enabling Generalized Agent Abilities for LLMs
  19 Oct 2023 · 1 repository · arXiv:2310.12823
  Syntology 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)
• ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks
  19 Oct 2023 · 0 repositories · arXiv:2310.12516
• AutoMix: Automatically Mixing Language Models
  19 Oct 2023 · 1 repository · arXiv:2310.12963
  Syntology 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)
• AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection
  19 Oct 2023 · 0 repositories · arXiv:2310.13103
• Character-level Chinese Backpack Language Models
  19 Oct 2023 · 1 repository · arXiv:2310.12751
• DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
  19 Oct 2023 · 1 repository · arXiv:2310.12570
• Eureka: Human-Level Reward Design via Coding Large Language Models
  19 Oct 2023 · 1 repository · arXiv:2310.12931
  Syntology 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)
• Experimental Narratives: A Comparison of Human Crowdsourced Storytelling and AI Storytelling
  19 Oct 2023 · 0 repositories · arXiv:2310.12902
• LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning
  19 Oct 2023 · 1 repository · arXiv:2310.13135
• Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers
  19 Oct 2023 · 1 repository · arXiv:2310.12755
• Multi-granularity Backprojection Transformer for Remote Sensing Image Super-Resolution
  19 Oct 2023 · 0 repositories · arXiv:2310.12507
• Non-Autoregressive Sentence Ordering
  19 Oct 2023 · 1 repository · arXiv:2310.12640
• Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models
  19 Oct 2023 · 0 repositories · arXiv:2310.12481
• Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning
  19 Oct 2023 · 1 repository · arXiv:2310.12866
• ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction
  19 Oct 2023 · 1 repository · arXiv:2310.12537
• Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
  19 Oct 2023 · 2 repositories · arXiv:2310.12970
  Syntology 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)
• Sequence Length Independent Norm-Based Generalization Bounds for Transformers
  19 Oct 2023 · 1 repository · arXiv:2310.13088
  Syntology 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)
• The Foundation Model Transparency Index
  19 Oct 2023 · 1 repository · arXiv:2310.12941
• To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets
  19 Oct 2023 · 1 repository · arXiv:2310.13061
  Syntology 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)
• Understanding Addition in Transformers
  19 Oct 2023 · 4 repositories · arXiv:2310.13121
  Syntology 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)
• AMR Parsing with Causal Hierarchical Attention and Pointers
  18 Oct 2023 · 1 repository · arXiv:2310.11964
  Syntology 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)
• Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance
  18 Oct 2023 · 0 repositories · arXiv:2310.11690
• Direct Neural Machine Translation with Task-level Mixture of Experts models
  18 Oct 2023 · 0 repositories · arXiv:2310.12236
• Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education
  18 Oct 2023 · 0 repositories · arXiv:2310.12059
• Fast Multipole Attention: A Divide-and-Conquer Attention Mechanism for Long Sequences
  18 Oct 2023 · 1 repository · arXiv:2310.11960
• Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
  18 Oct 2023 · 1 repository · arXiv:2310.12118
• LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following
  18 Oct 2023 · 1 repository · arXiv:2310.12344
  Syntology 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)
• Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
  18 Oct 2023 · 1 repository · arXiv:2310.12109
  Syntology 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)
• Quantifying Self-diagnostic Atomic Knowledge in Chinese Medical Foundation Model: A Computational Analysis
  18 Oct 2023 · 1 repository · arXiv:2310.11722
• SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
  18 Oct 2023 · 2 repositories · arXiv:2310.11667
• SPEED: Speculative Pipelined Execution for Efficient Decoding
  18 Oct 2023 · 0 repositories · arXiv:2310.12072
• Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm
  18 Oct 2023 · 0 repositories · arXiv:2310.13019
• VST++: Efficient and Stronger Visual Saliency Transformer
  18 Oct 2023 · 0 repositories · arXiv:2310.11725
• BitNet: Scaling 1-bit Transformers for Large Language Models
  17 Oct 2023 · 2 repositories · arXiv:2310.11453
  Syntology 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)
• Compatible Transformer for Irregularly Sampled Multivariate Time Series
  17 Oct 2023 · 1 repository · arXiv:2310.11022
• CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations
  17 Oct 2023 · 1 repository · arXiv:2310.11501
  Syntology 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)
• Enhanced Transformer Architecture for Natural Language Processing
  17 Oct 2023 · 0 repositories · arXiv:2310.10930
• Entity Matching using Large Language Models
  17 Oct 2023 · 1 repository · arXiv:2310.11244
• LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks
  17 Oct 2023 · 1 repository · arXiv:2310.11409
• Experimenting AI Technologies for Disinformation Combat: the IDMO Project
  17 Oct 2023 · 0 repositories · arXiv:2310.11097
• FocDepthFormer: Transformer with latent LSTM for Depth Estimation from Focal Stack
  17 Oct 2023 · 0 repositories · arXiv:2310.11178
• Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament
  17 Oct 2023 · 0 repositories · arXiv:2310.13014
• Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models
  17 Oct 2023 · 0 repositories · arXiv:2310.11079
• Multi-omics Sampling-based Graph Transformer for Synthetic Lethality Prediction
  17 Oct 2023 · 0 repositories · arXiv:2310.11082
• Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection
  17 Oct 2023 · 0 repositories · arXiv:2310.11307
• Probing the Creativity of Large Language Models: Can models produce divergent semantic association?
  17 Oct 2023 · 1 repository · arXiv:2310.11158
  Syntology 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)
• SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning
  17 Oct 2023 · 0 repositories · arXiv:2310.11025
• Understanding writing style in social media with a supervised contrastively pre-trained transformer
  17 Oct 2023 · 1 repository · arXiv:2310.11081
• VcT: Visual change Transformer for Remote Sensing Image Change Detection
  17 Oct 2023 · 1 repository · arXiv:2310.11417
• Alexpaca: Learning Factual Clarification Question Generation Without Examples
  17 Oct 2023 · 0 repositories · arXiv:2310.11571
• A cross Transformer for image denoising
  16 Oct 2023 · 1 repository · arXiv:2310.10408
• Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison
  16 Oct 2023 · 0 repositories · arXiv:2310.10190
• BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys
  16 Oct 2023 · 0 repositories · arXiv:2310.10765
• BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology
  16 Oct 2023 · 1 repository · arXiv:2310.10632
  Syntology 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)
• Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers
  16 Oct 2023 · 1 repository · arXiv:2310.10627
• Few-shot Action Recognition with Captioning Foundation Models
  16 Oct 2023 · 0 repositories · arXiv:2310.10125
• Mask wearing object detection algorithm based on improved YOLOv5
  16 Oct 2023 · 0 repositories · arXiv:2310.10245
• PELA: Learning Parameter-Efficient Models with Low-Rank Approximation
  16 Oct 2023 · 1 repository · arXiv:2310.10700
• Prompt Packer: Deceiving LLMs through Compositional Instruction with Hidden Attacks
  16 Oct 2023 · 0 repositories · arXiv:2310.10077
• SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation
  16 Oct 2023 · 0 repositories · arXiv:2310.09998
• TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models
  16 Oct 2023 · 1 repository · arXiv:2310.10180
  Syntology 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)
• Verbosity Bias in Preference Labeling by Large Language Models
  16 Oct 2023 · 0 repositories · arXiv:2310.10076
• CoCoFormer: A controllable feature-rich polyphonic music generation method
  15 Oct 2023 · 1 repository · arXiv:2310.09843
• Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer
  15 Oct 2023 · 0 repositories · arXiv:2310.09762
• Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation
  15 Oct 2023 · 0 repositories · arXiv:2310.09760
• Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming
  15 Oct 2023 · 1 repository · arXiv:2310.10690
• Spatio-Temporal Graph Mixformer for Traffic Forecasting
  15 Oct 2023 · 1 repository
• Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation
  15 Oct 2023 · 0 repositories · arXiv:2310.09828