Methods › General › Regularization › Label Smoothing › Papers, page 69

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 69 of 144: papers 6,801 to 6,900 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.

• UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting
  15 Oct 2023 · 1 repository · arXiv:2310.09751
  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) · 4 unverified (of 8 harvested samples) · 4 pointer-only (licence)
• ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
  14 Oct 2023 · 0 repositories · arXiv:2310.09488
• Instruction Tuning with Human Curriculum
  14 Oct 2023 · 1 repository · arXiv:2310.09518
• Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation
  14 Oct 2023 · 0 repositories · arXiv:2310.09657
• You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment
  14 Oct 2023 · 1 repository · arXiv:2310.09560
• A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models
  13 Oct 2023 · 0 repositories · arXiv:2310.08797
• Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning
  13 Oct 2023 · 1 repository · arXiv:2310.09430
  Syntology 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)
• Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation
  13 Oct 2023 · 0 repositories · arXiv:2310.09223
• DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection
  13 Oct 2023 · 0 repositories · arXiv:2310.08800
• Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations
  13 Oct 2023 · 0 repositories · arXiv:2310.08823
• Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans
  13 Oct 2023 · 1 repository · arXiv:2310.09017
  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)
• Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation
  13 Oct 2023 · 1 repository · arXiv:2310.09099
• GLoRE: Evaluating Logical Reasoning of Large Language Models
  13 Oct 2023 · 1 repository · arXiv:2310.09107
• PaLI-3 Vision Language Models: Smaller, Faster, Stronger
  13 Oct 2023 · 1 repository · arXiv:2310.09199
  Syntology 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)
• Towards Example-Based NMT with Multi-Levenshtein Transformers
  13 Oct 2023 · 1 repository · arXiv:2310.08967
  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) · 1 pointer-only (licence)
• Age Estimation Based on Graph Convolutional Networks and Multi-head Attention Mechanisms
  12 Oct 2023 · 0 repositories · arXiv:2310.08064
• Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams
  12 Oct 2023 · 0 repositories · arXiv:2310.08678
• Can Large Language Models Really Improve by Self-critiquing Their Own Plans?
  12 Oct 2023 · 0 repositories · arXiv:2310.08118
• COVID-19 detection using ViT transformer-based approach from Computed Tomography Images
  12 Oct 2023 · 1 repository · arXiv:2310.08165
• Cross-Episodic Curriculum for Transformer Agents
  12 Oct 2023 · 0 repositories · arXiv:2310.08549
• Do pretrained Transformers Learn In-Context by Gradient Descent?
  12 Oct 2023 · 0 repositories · arXiv:2310.08540
• Impact of time and note duration tokenizations on deep learning symbolic music modeling
  12 Oct 2023 · 1 repository · arXiv:2310.08497
• Interpreting Learned Feedback Patterns in Large Language Models
  12 Oct 2023 · 1 repository · arXiv:2310.08164
  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) · 1 pointer-only (licence)
• Investigating the Robustness and Properties of Detection Transformers (DETR) Toward Difficult Images
  12 Oct 2023 · 0 repositories · arXiv:2310.08772
• Large language models can replicate cross-cultural differences in personality
  12 Oct 2023 · 0 repositories · arXiv:2310.10679
• Octopus: Embodied Vision-Language Programmer from Environmental Feedback
  12 Oct 2023 · 1 repository · arXiv:2310.08588
  Syntology 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)
• Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
  12 Oct 2023 · 3 repositories · arXiv:2310.08491
  Syntology 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)
• QASiNa: Religious Domain Question Answering using Sirah Nabawiyah
  12 Oct 2023 · 1 repository · arXiv:2310.08102
• Revisiting Data Augmentation for Rotational Invariance in Convolutional Neural Networks
  12 Oct 2023 · 0 repositories · arXiv:2310.08429
• Self-supervised visual learning for analyzing firearms trafficking activities on the Web
  12 Oct 2023 · 0 repositories · arXiv:2310.07975
• Transformer Choice Net: A Transformer Neural Network for Choice Prediction
  12 Oct 2023 · 0 repositories · arXiv:2310.08716
• Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction
  12 Oct 2023 · 1 repository · arXiv:2310.08328
• Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning
  12 Oct 2023 · 0 repositories · arXiv:2310.08166
• 3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers
  11 Oct 2023 · 3 repositories · arXiv:2310.07781
• Atom-Motif Contrastive Transformer for Molecular Property Prediction
  11 Oct 2023 · 0 repositories · arXiv:2310.07351
• Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction
  11 Oct 2023 · 1 repository · arXiv:2310.07487
• Distance Weighted Trans Network for Image Completion
  11 Oct 2023 · 0 repositories · arXiv:2310.07440
• Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation
  11 Oct 2023 · 0 repositories · arXiv:2310.07265
• Diversity of Thought Improves Reasoning Abilities of LLMs
  11 Oct 2023 · 0 repositories · arXiv:2310.07088
• Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration
  11 Oct 2023 · 0 repositories · arXiv:2310.07555
• Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs
  11 Oct 2023 · 0 repositories · arXiv:2310.07251
• Do Large Language Models have Shared Weaknesses in Medical Question Answering?
  11 Oct 2023 · 0 repositories · arXiv:2310.07225
• Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions
  11 Oct 2023 · 1 repository · arXiv:2310.07174
  Syntology 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)
• Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS
  11 Oct 2023 · 0 repositories · arXiv:2310.07667
• Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates
  11 Oct 2023 · 0 repositories · arXiv:2310.07631
• Large Language Models Are Zero-Shot Time Series Forecasters
  11 Oct 2023 · 2 repositories · arXiv:2310.07820
  Syntology 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)
• MatFormer: Nested Transformer for Elastic Inference
  11 Oct 2023 · 2 repositories · arXiv:2310.07707
  Syntology 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)
• NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining
  11 Oct 2023 · 1 repository · arXiv:2310.07402
  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, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• ProtoHPE: Prototype-guided High-frequency Patch Enhancement for Visible-Infrared Person Re-identification
  11 Oct 2023 · 0 repositories · arXiv:2310.07552
• Relational Prior Knowledge Graphs for Detection and Instance Segmentation
  11 Oct 2023 · 1 repository · arXiv:2310.07573
• Sparse Universal Transformer
  11 Oct 2023 · 2 repositories · arXiv:2310.07096
  Syntology 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)
• From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models
  11 Oct 2023 · 0 repositories · arXiv:2310.07338
• Diffusion Models for Wireless Communications
  11 Oct 2023 · 0 repositories · arXiv:2310.07312
• Supercharging Graph Transformers with Advective Diffusion
  10 Oct 2023 · 0 repositories · arXiv:2310.06417
• AutoCycle-VC: Towards Bottleneck-Independent Zero-Shot Cross-Lingual Voice Conversion
  10 Oct 2023 · 0 repositories · arXiv:2310.06546
• Automated clinical coding using off-the-shelf large language models
  10 Oct 2023 · 0 repositories · arXiv:2310.06552
• Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks
  10 Oct 2023 · 1 repository · arXiv:2310.06549
  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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing
  10 Oct 2023 · 1 repository · arXiv:2310.06234
  Syntology 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)
• EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention
  10 Oct 2023 · 1 repository · arXiv:2310.06629
• Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency
  10 Oct 2023 · 0 repositories · arXiv:2310.06837
• GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  10 Oct 2023 · 0 repositories · arXiv:2310.06225
• iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
  10 Oct 2023 · 11 repositories · arXiv:2310.06625
  Syntology 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)
• Large Language Models for Propaganda Detection
  10 Oct 2023 · 2 repositories · arXiv:2310.06422
• Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
  10 Oct 2023 · 1 repository · arXiv:2310.06389
  Syntology 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)
• LLMs as Potential Brainstorming Partners for Math and Science Problems
  10 Oct 2023 · 0 repositories · arXiv:2310.10677
• Multilingual Jailbreak Challenges in Large Language Models
  10 Oct 2023 · 1 repository · arXiv:2310.06474
• NEWTON: Are Large Language Models Capable of Physical Reasoning?
  10 Oct 2023 · 0 repositories · arXiv:2310.07018
• SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
  10 Oct 2023 · 8 repositories · arXiv:2310.06770
  Syntology 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)
• WaveNet: Wave-Aware Image Enhancement
  10 Oct 2023 · 1 repository
• What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models
  10 Oct 2023 · 1 repository · arXiv:2310.06627
• Why bother with geometry? On the relevance of linear decompositions of Transformer embeddings
  10 Oct 2023 · 1 repository · arXiv:2310.06977
• A Glance is Enough: Extract Target Sentence By Looking at A keyword
  9 Oct 2023 · 0 repositories · arXiv:2310.05352
• A Meta-Learning Perspective on Transformers for Causal Language Modeling
  9 Oct 2023 · 0 repositories · arXiv:2310.05884
• A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers
  9 Oct 2023 · 2 repositories · arXiv:2310.05572
• DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
  9 Oct 2023 · 0 repositories · arXiv:2310.06020
• FireAct: Toward Language Agent Fine-tuning
  9 Oct 2023 · 0 repositories · arXiv:2310.05915
• Integrating Graphs with Large Language Models: Methods and Prospects
  9 Oct 2023 · 0 repositories · arXiv:2310.05499
• Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction
  9 Oct 2023 · 0 repositories · arXiv:2310.05627
• Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis
  9 Oct 2023 · 1 repository · arXiv:2310.05804
• Memory-Consistent Neural Networks for Imitation Learning
  9 Oct 2023 · 0 repositories · arXiv:2310.06171
• 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:2310.05746
  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) · 3 unverified (of 8 harvested samples)
• 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:2310.06147
  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)
• SC-Safety: A Multi-round Open-ended Question Adversarial Safety Benchmark for Large Language Models in Chinese
  9 Oct 2023 · 0 repositories · arXiv:2310.05818
• SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation
  9 Oct 2023 · 0 repositories · arXiv:2310.05920
• Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
  9 Oct 2023 · 0 repositories · arXiv:2310.06117
• The Importance of Prompt Tuning for Automated Neuron Explanations
  9 Oct 2023 · 0 repositories · arXiv:2310.06200
• Transformer Fusion with Optimal Transport
  9 Oct 2023 · 1 repository · arXiv:2310.05719
  Syntology 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)
• Transformers and Large Language Models for Chemistry and Drug Discovery
  9 Oct 2023 · 0 repositories · arXiv:2310.06083
• ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data
  8 Oct 2023 · 0 repositories · arXiv:2310.05242
• GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
  8 Oct 2023 · 1 repository · arXiv:2310.05195
  Syntology 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)
• Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
  8 Oct 2023 · 1 repository · arXiv:2310.05140
  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) · 5 pointer-only (licence)
• LLM4VV: Developing LLM-Driven Testsuite for Compiler Validation
  8 Oct 2023 · 1 repository · arXiv:2310.04963
• TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
  8 Oct 2023 · 2 repositories · arXiv:2310.04948
  Syntology 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)
• Zero-Shot Detection of Machine-Generated Codes
  8 Oct 2023 · 1 repository · arXiv:2310.05103
• DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures
  7 Oct 2023 · 0 repositories · arXiv:2310.04750
• Large Language Models for Spatial Trajectory Patterns Mining
  7 Oct 2023 · 0 repositories · arXiv:2310.04942
• LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT
  7 Oct 2023 · 2 repositories · arXiv:2310.04673
  Syntology 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)
• Beyond the Typical: Modeling Rare Plausible Patterns in Chemical Reactions by Leveraging Sequential Mixture-of-Experts
  7 Oct 2023 · 0 repositories · arXiv:2310.04674
• TransCC: Transformer Network for Coronary Artery CCTA Segmentation
  7 Oct 2023 · 0 repositories · arXiv:2310.04779
• An In-Context Learning Agent for Formal Theorem-Proving
  6 Oct 2023 · 1 repository · arXiv:2310.04353