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knowledge editing
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models
Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models
Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights
Can Editing LLMs Inject Harm?
Cross-Lingual Multi-Hop Knowledge Editing -- Benchmarks, Analysis and a Simple Contrastive Learning based Approach
Composable Interventions for Language Models
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
Understanding Language Model Circuits through Knowledge Editing
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
In-Context Editing: Learning Knowledge from Self-Induced Distributions
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language Models
Knowledge Editing in Language Models via Adapted Direct Preference Optimization
Time Sensitive Knowledge Editing through Efficient Finetuning
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.