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Collections including paper arxiv:2502.17125

DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails

Paper • 2502.05163 • Published Feb 7 • 23
CRANE: Reasoning with constrained LLM generation

Paper • 2502.09061 • Published Feb 13 • 21
Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models

Paper • 2502.15799 • Published Feb 18 • 7
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement

Paper • 2502.16776 • Published Feb 24 • 6

LM Prompt Engineering

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Paper • 2305.10601 • Published May 17, 2023 • 14
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Paper • 2404.02575 • Published Apr 3, 2024 • 50
Voyager: An Open-Ended Embodied Agent with Large Language Models

Paper • 2305.16291 • Published May 25, 2023 • 11

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 39
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training

Paper • 2410.15460 • Published Oct 20, 2024 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14

Hallucination detection

Trained ModernBERT (base and large) for detection hallucinations in LLM responses. The models are trained as token classifications.

KRLabsOrg/lettucedect-base-modernbert-en-v1

Token Classification • 0.1B • Updated Apr 1 • 1.76k • 17
KRLabsOrg/lettucedect-large-modernbert-en-v1

Token Classification • 0.4B • Updated Apr 1 • 310 • 28
LettuceDetect: A Hallucination Detection Framework for RAG Applications

Paper • 2502.17125 • Published Feb 24 • 12
Running

7

LettuceDetect

🥬

7

Let Us Detect your hallucinations! Demo for our framework.

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 • 14
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails

Paper • 2502.05163 • Published Feb 7 • 23
CRANE: Reasoning with constrained LLM generation

Paper • 2502.09061 • Published Feb 13 • 21
Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models

Paper • 2502.15799 • Published Feb 18 • 7
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement

Paper • 2502.16776 • Published Feb 24 • 6

Hallucination detection

Trained ModernBERT (base and large) for detection hallucinations in LLM responses. The models are trained as token classifications.

KRLabsOrg/lettucedect-base-modernbert-en-v1

Token Classification • 0.1B • Updated Apr 1 • 1.76k • 17
KRLabsOrg/lettucedect-large-modernbert-en-v1

Token Classification • 0.4B • Updated Apr 1 • 310 • 28
LettuceDetect: A Hallucination Detection Framework for RAG Applications

Paper • 2502.17125 • Published Feb 24 • 12
Running

7

LettuceDetect

🥬

7

Let Us Detect your hallucinations! Demo for our framework.

LM Prompt Engineering

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Paper • 2305.10601 • Published May 17, 2023 • 14
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Paper • 2404.02575 • Published Apr 3, 2024 • 50
Voyager: An Open-Ended Embodied Agent with Large Language Models

Paper • 2305.16291 • Published May 25, 2023 • 11

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 • 14
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 39
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training

Paper • 2410.15460 • Published Oct 20, 2024 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14

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