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Collections including paper arxiv:2406.12925

Knowledgator GLiNER models for information extraction

knowledgator/gliner-multitask-v1.0

Token Classification • Updated Dec 10, 2024 • 5.3k • 36
knowledgator/gliner-multitask-large-v0.5

Token Classification • Updated Jan 2, 2025 • 864 • 138
Running

Featured

83

GLiNER HandyLab

⚡

83

Perform multiple NLP tasks on your text
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25

Information Retrieval

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 15k • 228
cross-encoder/ms-marco-MiniLM-L12-v2

Text Ranking • 33.4M • Updated Aug 29, 2025 • 782k • 100
tasksource/esci

Viewer • Updated Aug 9, 2023 • 2.68M • 589 • 7
urchade/gliner_multi-v2.1

Token Classification • Updated Dec 8, 2025 • 21.4k • 147

Rethinking Negative Instances for Generative Named Entity Recognition

Paper • 2402.16602 • Published Feb 26, 2024 • 3
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 13
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23, 2024 • 16
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25

Universal token classification

Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.

Paused

3

UTC HandyLab

📚

3
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25
knowledgator/UTC-DeBERTa-large-v2

Token Classification • 0.4B • Updated May 31, 2024 • 11 • 24
knowledgator/UTC-DeBERTa-base-v2

Token Classification • 0.2B • Updated May 31, 2024 • 4

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25
Scaling Laws for Linear Complexity Language Models

Paper • 2406.16690 • Published Jun 24, 2024 • 23
DiffusionPDE: Generative PDE-Solving Under Partial Observation

Paper • 2406.17763 • Published Jun 25, 2024 • 24
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds

Paper • 2407.01494 • Published Jul 1, 2024 • 15

Natural Language (LLM, NLP etc)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 55
FlowMind: Automatic Workflow Generation with LLMs

Paper • 2404.13050 • Published Mar 17, 2024 • 34
How Far Can We Go with Practical Function-Level Program Repair?

Paper • 2404.12833 • Published Apr 19, 2024 • 7
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published Apr 29, 2024 • 71

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Knowledgator GLiNER models for information extraction

knowledgator/gliner-multitask-v1.0

Token Classification • Updated Dec 10, 2024 • 5.3k • 36
knowledgator/gliner-multitask-large-v0.5

Token Classification • Updated Jan 2, 2025 • 864 • 138
Running

Featured

83

GLiNER HandyLab

⚡

83

Perform multiple NLP tasks on your text
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25
Scaling Laws for Linear Complexity Language Models

Paper • 2406.16690 • Published Jun 24, 2024 • 23
DiffusionPDE: Generative PDE-Solving Under Partial Observation

Paper • 2406.17763 • Published Jun 25, 2024 • 24
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds

Paper • 2407.01494 • Published Jul 1, 2024 • 15

Information Retrieval

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 15k • 228
cross-encoder/ms-marco-MiniLM-L12-v2

Text Ranking • 33.4M • Updated Aug 29, 2025 • 782k • 100
tasksource/esci

Viewer • Updated Aug 9, 2023 • 2.68M • 589 • 7
urchade/gliner_multi-v2.1

Token Classification • Updated Dec 8, 2025 • 21.4k • 147

Natural Language (LLM, NLP etc)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 55
FlowMind: Automatic Workflow Generation with LLMs

Paper • 2404.13050 • Published Mar 17, 2024 • 34
How Far Can We Go with Practical Function-Level Program Repair?

Paper • 2404.12833 • Published Apr 19, 2024 • 7
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published Apr 29, 2024 • 71

Rethinking Negative Instances for Generative Named Entity Recognition

Paper • 2402.16602 • Published Feb 26, 2024 • 3
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 13
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23, 2024 • 16
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Universal token classification

Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.

Paused

3

UTC HandyLab

📚

3
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25
knowledgator/UTC-DeBERTa-large-v2

Token Classification • 0.4B • Updated May 31, 2024 • 11 • 24
knowledgator/UTC-DeBERTa-base-v2

Token Classification • 0.2B • Updated May 31, 2024 • 4

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