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Model Evaluation
📊 Model Evaluation
Benchmarking, Performance Metrics, Testing, Validation
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93
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MultiToP:
Learning
to Patch Visual Tokens to Mitigate Hallucinations in Video
Large
Multimodal
Models
🔬
Hallucination Detection
Content type:
Academic
arxiv.org
·
18h
18 hours ago
Actions for MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models
Beyond English
benchmarks
: clinical
llm
evaluation
in Brazilian Portuguese
🛡
LLM safety
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese
GuardNet: Ensemble Strategies of Shallow
Neural
Networks
for
Robust
Prompt Injection and Jailbreak Detection
🛡
LLM safety
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection
Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based
Networks
🧬
Embeddings
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks
Sample-Efficient
LLM-Based
Detection of Malicious Web Server Logs with Forensically Explainable Reasoning
✍️
Prompt Engineering
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning
Data-Driven Runway and Taxiway Exits Prediction of Landing Aircraft: A Case Study at Hartsfield-Jackson Atlanta International Airport
🎛️
Fine-Tuning
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Data-Driven Runway and Taxiway Exits Prediction of Landing Aircraft: A Case Study at Hartsfield-Jackson Atlanta International Airport
Rank Intervals for Leaderboards: A Hierarchical Framework for
Model
Evaluation
🛡️
Red Teaming
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Rank Intervals for Leaderboards: A Hierarchical Framework for Model Evaluation
UrduMMLU: A Massive Multitask
Benchmark
for Urdu
Language
Understanding
✍️
Prompt Engineering
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for UrduMMLU: A Massive Multitask Benchmark for Urdu Language Understanding
Attention Expansion: Enhancing Keyphrase Extraction from Long Documents with Attention-Augmented Contextualized Embeddings
💭
Context Management
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Attention Expansion: Enhancing Keyphrase Extraction from Long Documents with Attention-Augmented Contextualized Embeddings
Null-Space Constrained Low-Rank Adaptation for Response-Specified
Large
Language
Model
Unlearning
🎛️
Fine-Tuning
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning
Aggregating
LLM-Based
Weak Verifiers for Spatial Layout Generation
🎯
AI Alignment
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Aggregating LLM-Based Weak Verifiers for Spatial Layout Generation
MechLens: Late Crystallization of Factual Knowledge Explains Intervention Effectiveness in
Language
Models
🤖
AI
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for MechLens: Late Crystallization of Factual Knowledge Explains Intervention Effectiveness in Language Models
The Order Matters: Sequential Fine-Tuning of LLaMA for Coherent Automated Essay
Scoring
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for The Order Matters: Sequential Fine-Tuning of LLaMA for Coherent Automated Essay Scoring
Improving Answer Extraction in Context-based Question Answering Systems Using LLMs
✍️
Prompt Engineering
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Improving Answer Extraction in Context-based Question Answering Systems Using LLMs
FusionVul: A Multimodal Feature Fusion Framework for Source Code Vulnerability Detection
🛡️
Red Teaming
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for FusionVul: A Multimodal Feature Fusion Framework for Source Code Vulnerability Detection
Multilingual Detection of Alzheimer's Disease from Speech: A Cross-Linguistic Transfer
Learning
Approach
🎛️
Fine-Tuning
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Multilingual Detection of Alzheimer's Disease from Speech: A Cross-Linguistic Transfer Learning Approach
Paediatric-HGNN: A Hybrid Heterogeneous Graph
Neural
Network
for Detecting Disfluency in Children's Speech via Multiscale Acoustic Fusion
🔬
Hallucination Detection
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Paediatric-HGNN: A Hybrid Heterogeneous Graph Neural Network for Detecting Disfluency in Children's Speech via Multiscale Acoustic Fusion
ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis
🛡️
Red Teaming
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis
Deep
Learning-assisted
AMD Staging based on OCT and OCT Angiography
🔬
Hallucination Detection
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Deep Learning-assisted AMD Staging based on OCT and OCT Angiography
Anomaly Detection for Electro-Hydrostatic Actuators using LSTM Autoencoder
🤖
AI
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Anomaly Detection for Electro-Hydrostatic Actuators using LSTM Autoencoder
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