Memtensor Research Group

SurveyX

Academic Survey Paper Generation.

Awesome-Attention-Heads

An awesome repository & A comprehensive survey on interpretability of LLM attention heads.

CRUD_RAG

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

UHGEval

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

CTGSurvey

Controllable Text Generation for Large Language Models: A Survey

ICSFSurvey

Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.

xFinder

[ICLR 2025] xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation

Meta-Chunking

Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception

Grimoire

Grimoire is All You Need for Enhancing Large Language Models

QAEncoder

PGRAG

PGRAG

DATG

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

NewsBench

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

SafeRAG

FastMem

Fast Memorization of Prompt Improves Context Awareness of Large Language Models (Findings of EMNLP 2024)

SEAP

UHGEval-dataset

The full pipeline of creating UHGEval hallucination dataset

FTIIBench

(ARXIV24) This is the official code repository for "FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion"