논문리뷰
2.Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Paper review
Paper Review ( Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting ) -> AAAI's best paper in 2021
3.REPLUG: Retrieval-Augmented Black-Box Language Models Paper review
Paper review (REPLUG: Retrieval-Augmented Black-Box Language Models)
4.RoFormer: Enhanced Transformer with Rotary Position Embedding Paper review
Paper review (RoFormer: Enhanced Transformer with Rotary Position Embedding)
5.Prefix-Tuning: Optimizing Continuous Prompts for Generation Paper review
Paper review (Prefix-Tuning: Optimizing Continuous Prompts for Generation)
6.Paper review [LLaMA: Open and Efficient Foundation Language Models]
paper review (LLaMA: Open and Efficient Foundation Language Models)
7.Paper review[LoRA : Low-Rank Adaptation of Large Language Models]
Paper reveiw (LoRA : Low-Rank Adaptation of Large Language Models)
8.Paper review [Efficient Streaming Language Models With Attention Sinks]
paper review (EFFICIENT STREAMING LANGUAGE MODELS WITH ATTENTION SINKS)
9.Paper review[QLORA: Efficient Finetuning of Quantized LLMs]
Paper review (QLORA: Efficient Finetuning of Quantized LLMs)
10.Paper review [Efficient Memory Management for Large Language Model Serving with PagedAttention]
Paper review (Efficient Memory Management for Large Language Model Serving with PagedAttention)
11.Paper review[Training language models to follow instructions with human feedback]
Paper review (Training language models to follow instructions with human feedback)
12.Paper review [Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks]
Paper review (Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks)
13.Paper Review [Mixtral of Experts]
Paper review (Mixtral of Experts)
14.Paper Review [Dense Passage Retrieval for Open-Domain Question Answering]
Paper review (Dense Passage Retrieval for Open-Domain Question Answering)
15.Paper review[Refiner: Reasoning Feedback on Intermediate Representations]
paper review(REFINER: Reasoning Feedback on Intermediate Representations)
16.Paper review[LLM in a flash: Efficient Large Language Model Inference with Limited Memory]
paper review
17.Paper review[LLM.int8()]
paper review
18.Paper review[Efficient Large Language Models: A Survey]
Paper Review
19.Paper review[Direct Preference Optimization: Your Language Model is Secretly a Reward Model]
paper review
20.Paper review [SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models]
Paper review
21.Paper review[LLM-QAT: Data-Free Quantization Aware Training for Large Language Models]
Paper review
22.Paper review[Improving language models by retrieving from trillions of tokens]
paper review
23.Paper review[Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference]
paper review
24.Paper review[In-Context Retrieval-Augmented Language Models]
paper review
25.Paper review[Active Retrieval Augmented Generation]
paper review
26.Paper review[SELF-RAG: Learning to retrieve, generate, and critique through self-reflection]
paper review
27.Paper review[KV Quant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization]
paper review
28.Paper review[Reflection-Tuning]
paper review
29.Paper review[DoRA: Weight-Decomposed Low-Rank Adaptation]
paper review