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LLM Group, Institute for Advanced Algorithms Research, Shanghai's Projects

awesome-attention-heads icon awesome-attention-heads

The attention heads in the Transformer architecture possess a variety of capabilities. This is a carefully compiled list that summarizes the diverse functions of the attention heads.

crud_rag icon crud_rag

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

datg icon datg

[ACL 2024]Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

fastmem icon fastmem

Fast Memorization of Prompt Improves Context Awareness of Large Language Models

grimoire icon grimoire

Grimoire is All You Need for Enhancing Large Language Models

icsfsurvey icon icsfsurvey

A comprehensive survey on Internal Consistency and Self-Feedback in Large Language Models, including theoretical frameworks, task classifications, evaluation methods, future research directions and more!

newsbench icon newsbench

[ACL 2024 Main] NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism

uhgeval icon uhgeval

[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA

xfinder icon xfinder

xFinder: Robust and Pinpoint Answer Extraction for Large Language Models

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