LLM Group, Institute for Advanced Algorithms Research, Shanghai

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15 repositories

Awesome-Attention-Heads
Public
An awesome repository & A comprehensive survey on interpretability of LLM attention heads.
awesome survey transformer gpt attention-mechanism research-paper circuit-analysis interpretability cognitive-neuroscience visualization-tools
TeX
•8•264•0•0•Updated Nov 15, 2024Nov 15, 2024
ICSFSurvey
Public
Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.
decoding self-improvement knowledge-distillation data-augmentation reasoning self-consistency preference-learning hallucination self-correction attention-head
Jupyter Notebook
•4•161•0•0•Updated Nov 15, 2024Nov 15, 2024
Meta-Chunking
Public
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception
Python
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Apache License 2.0
•1•57•1•0•Updated Nov 14, 2024Nov 14, 2024
UHGEval
Public
[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.
benchmark evaluation dataset openai hallucination huggingface huggingface-transformers ceval gpt-3 openai-api
Python
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Apache License 2.0
•17•182•0•0•Updated Nov 12, 2024Nov 12, 2024
FTIIBench
Public
(ARXIV24) This is the official code repository for "FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion"
Python
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Apache License 2.0
•1•2•0•0•Updated Nov 12, 2024Nov 12, 2024
CRUD_RAG
Public
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
benchmark large-language-models retrieval-augmented-generation
Python
•20•238•1•0•Updated Nov 1, 2024Nov 1, 2024
xFinder
Public
xFinder: Robust and Pinpoint Answer Extraction for Large Language Models
benchmark regex reliability evaluation dataset gpt phi large-language-models llm open-compass
Python
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Other
•3•146•1•0•Updated Oct 28, 2024Oct 28, 2024
FastMem
Public
Fast Memorization of Prompt Improves Context Awareness of Large Language Models (Findings of EMNLP 2024)
context-awareness llm qwen1-5 llama3
Python
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Apache License 2.0
•0•19•0•0•Updated Oct 22, 2024Oct 22, 2024
QAEncoder
Public
Python
•0•30•1•0•Updated Oct 9, 2024Oct 9, 2024
DATG
Public
[ACL 2024]Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs
graph pagerank inference text-generation fudge controlled-text-generation large-language-models llms controllable-text-generation preadd
Jupyter Notebook
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Apache License 2.0
•3•35•0•0•Updated Sep 24, 2024Sep 24, 2024
CTGSurvey
Public
Controllable Text Generation for Large Language Models: A Survey
decoding survey ctg controlled-text-generation controllable-text-generation
TeX
•8•141•0•0•Updated Aug 27, 2024Aug 27, 2024
PGRAG
Public
PGRAG
Python
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Other
•2•42•0•0•Updated Jul 16, 2024Jul 16, 2024
NewsBench
Public
[ACL 2024 Main] NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism
benchmark framework evaluation dataset gpt4 large-language-models llm chatgpt ernie-bot gpt35turbo
Python
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Apache License 2.0
•0•27•0•0•Updated Jun 25, 2024Jun 25, 2024
Grimoire
Public
Grimoire is All You Need for Enhancing Large Language Models
grimoire llama datasets icl phi2 baichuan gpt-4 in-context-learning llm chatgpt
Python
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Apache License 2.0
•11•116•0•0•Updated Feb 29, 2024Feb 29, 2024
UHGEval-dataset
Public
The full pipeline of creating UHGEval hallucination dataset
benchmark pipeline evaluation dataset unconstrained hallucinations large-language-models llm chatgpt uhgeval
Python
•0•8•0•0•Updated Feb 15, 2024Feb 15, 2024