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EIT-NLP
AdvancedWe are the NLP research group at EIT. This repository contains the code from our published papers, aiming to promote transparency and reproducibility.
Awesome-Latent-CoT. This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
366LLaSO. Python
116StreamingLLM. Repository of Streaming LLMs
91Layer_Select_Fuse_for_MLLM. [CVPR2025] Official implementation of the paper "Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices". (by Junyan Lin)
49UTPTrack. Python
31Awesome-MLLM-Compression.
24Awesome-Streaming-LLMs. 🔥This is a repository of paper list for streaming LLMs/MLLMs.
24Distilling-CoT-Reasoning. [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".
22SkipGPT. [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". (By Anhao Zhao)
21UniToolCall. Python
21Speak-While-Watching. Python
17HiDrop. Python
17Connector-Selection-for-MLLM. [EMNLP 2024 Main] Official implementation of the paper "To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models". (by Junyan Lin)
162D-Coordinate-System-for-ICL. [EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism". (by Anhao Zhao)
15BLEUless_DocMT. Python
14AccuracyParadox-RLHF. [EMNLP 2024 Main] Official implementation of the paper "The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models". (by Yanjun Chen)
12ViCA. Python
12Tool-REX. Python
11VisiPruner. Jupyter Notebook
10MultiConIR. Python
9VisualProbing-for-MLLM. [EMNLP 2025 Oral] Official implementation of the paper “Multimodal Language Models See Better When They Look Shallower”
9InfoSearch. Python
8SonicBench. Python
8On-Policy-SFT. Python
7MCMR. Python
6AutoDataset. Python
5EIT-NLP.github.io. HTML
4EmbedLens. Python
4Direct-Rank. Python
3AdaptiveMassSegment. Python
3LRM-Pruning. HTML
2LLM-Pruning. Python
2PricingLogic. Python
1informed-routing.
1Supervision-in-Latent-CoT.
1Query-Decompose.
1LLM4TSF. Python
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