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Mlke: A Benchmark for Multilingual Knowledge Editing on Large Language Model

https://doi.org/10.2139/ssrn.4882305
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Paradigm Shift in Natural Language Processing
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A survey of multilingual large language models
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Parameter-efficient fine-tuning of large-scale pre-trained language models
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A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
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Large Language Models for Information Retrieval: A Survey
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🧜Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models
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Hallucinations in Large Multilingual Translation Models
inferredcites →https://doi.org/10.1609/aaai.v38i17.29823openalex-extracted
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.153openalex-extracted
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.446openalex-extracted
Transformer Feed-Forward Layers Are Key-Value Memories
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.522openalex-extracted
Editing Factual Knowledge in Language Models
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.581openalex-extracted
Knowledge Neurons in Pretrained Transformers
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.632openalex-extracted
Editing Large Language Models: Problems, Methods, and Opportunities
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.85openalex-extracted
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.971openalex-extracted
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.220openalex-extracted
Multilingual Summarization with Factual Consistency Evaluation
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlp.68openalex-extracted
The Internal State of an LLM Knows When It’s Lying
inferredcites →https://doi.org/10.18653/v1/d19-1250openalex-extracted
Language Models as Knowledge Bases?
inferredcites →https://doi.org/10.2307/2185417openalex-extracted
Knowledge of Language: Its Nature, Origin, and Use.
inferredcites →https://doi.org/10.48550/arxiv.2001.08361openalex-extracted
Scaling Laws for Neural Language Models
inferredcites →https://doi.org/10.48550/arxiv.2005.14165openalex-extracted
Language Models are Few-Shot Learners
inferredcites →https://doi.org/10.48550/arxiv.2104.08696openalex-extracted
Knowledge Neurons in Pretrained Transformers
inferredcites →https://doi.org/10.48550/arxiv.2203.02155openalex-extracted
Discernment and Social Learning as a Companion Training Layer
inferredcites →https://doi.org/10.48550/arxiv.2210.07229openalex-extracted
Mass-Editing Memory in a Transformer
inferredcites →https://doi.org/10.48550/arxiv.2210.12353openalex-extracted
Leveraging Large Language Models for Multiple Choice Question Answering
inferredcites →https://doi.org/10.48550/arxiv.2211.05100openalex-extracted
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Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
inferredcites →https://doi.org/10.48550/arxiv.2302.13971openalex-extracted
LLaMA: Open and Efficient Foundation Language Models
inferredcites →https://doi.org/10.48550/arxiv.2303.12712openalex-extracted
Sparks of Artificial General Intelligence: Early experiments with GPT-4
inferredcites →https://doi.org/10.48550/arxiv.2308.07269openalex-extracted
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
inferredcites →https://doi.org/10.48550/arxiv.2308.16797openalex-extracted
Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation
inferredcites →https://doi.org/10.48550/arxiv.2311.05876openalex-extracted
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications
inferredcites →https://doi.org/10.52202/068431-1262openalex-extracted
Locating and Editing Factual Associations in GPT
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.4230/oasics.commit2data.3openalex-snapshot
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
inferredcites →https://doi.org/10.48550/arxiv.2008.09036openalex-snapshot
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
inferredcites →https://doi.org/10.48550/arxiv.2202.05262openalex-snapshot
Locating and Editing Factual Associations in GPT
inferredcites →https://doi.org/10.48550/arxiv.2404.04925openalex-snapshot
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
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