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자연어 처리 노트북


Directories

  • gpt generations
    • gpt-3 text generation
  • Text Analysis
    • 기본적인 텍스트 분석 기법
  • Transformers
    • pytorch Transformer 구조 모델 연구
  • rlhl
    • gpt 강화학습 연구
  • LLM parallelism
    • 병렬처리를 통한 LLM 서비스 연구
  • LLM Benchmark
    • LLM task 별 평가 방법 연구
  • PEFT
    • LLM Finetuning Method 연구

Reading Pappers
Evolutionary Optimization of Model Merging Recipes
AVATAR: Optimizing LLM Agents for Tool-Assisted Knowledge Retrieval
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Read Pappers
CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Few-Shot Parameter-Efficient Fine-Tuning is Betterand Cheaper than In-Context Learning
Few-shot Natural Language Generation for Task-Oriented Dialog
Towards a Human-like Open-Domain Chatbot
Implicit Unlikelihood Training: Improving Neural Text Generation withReinforcement Learning
Few-Shot Text Generation with Pattern-Exploiting Training
Making Pre-trained Language Models Better Few-shot Learners
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Generative Language Models for Paragraph-Level Question Generation
Fine-Tuning Language Models from Human Preferences
GLM-130B: AN OPEN BILINGUAL PRE-TRAINED MODEL
Ankh �: Optimized Protein Language Model Unlocks General-Purpose Modelling
HuaTuo (华驼): Tuning LLaMA Model with Chinese Medical Knowledge