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A Survey of Attributions for Large Language Models

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1. Attribution Definition & Position Paper2. Attribution Paper Before the Era of Large Language Models and Related Task3. Sources of Attribution4. Datasets for Attribution5. Approaches to Attribution6. Attribution EvaluationProject Maintainers & Contributors

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What's inside

1. Attribution Definition & Position Paper

Project Maintainers & Contributors

6. Attribution Evaluation

2. Attribution Paper Before the Era of Large Language Models and Related Task

  • paper2.3 Attribution in Mutli-modal Systems

  • paper2.2 Feature Attribution and Interpretability of Models for NLP

  • paper2.1 Fact Checking & Claim Verificication & Natural Language Inference

  • paper2.1 Fact Checking & Claim Verificication & Natural Language Inference

  • paper2.1 Fact Checking & Claim Verificication & Natural Language Inference

  • paper2.1 Fact Checking & Claim Verificication & Natural Language Inference

4. Datasets for Attribution

5. Approaches to Attribution

  • paper5.2 Retrieval-then-Answering

  • paper5.2 Retrieval-then-Answering

  • paper5.2 Retrieval-then-Answering

  • paper5.2 Retrieval-then-Answering

  • paper5.2 Retrieval-then-Answering

  • paper5.4 Attribution Systems & End-to-End Attribution Models

3. Sources of Attribution

  • paper3.1 Pre-training Data

  • paper3.1 Pre-training Data

  • paper3.1 Pre-training Data

  • paper3.1 Pre-training Data

  • paper3.2 Out-of-model Knowledge and Retrieval-based Question Answering & Knowledge-Grounded Dialogue

  • paper3.2 Out-of-model Knowledge and Retrieval-based Question Answering & Knowledge-Grounded Dialogue

Showing a sample of 96 resources. View the full list on GitHub →