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Tag: cs224n
102 items with this tag.
Sep 24, 2026
CS224N Learning Path
synthesis
cs224n
nlp
Sep 24, 2026
CS224N
moc
cs224n
nlp
Sep 24, 2026
Word2Vec
concept
nlp
cs224n
Sep 24, 2026
Tool Use
concept
agent
cs224n
Sep 24, 2026
Test-Time Compute
concept
llm
cs224n
Sep 24, 2026
Speculative Decoding
concept
text-generation
cs224n
Sep 24, 2026
Self-Consistency Decoding
concept
text-generation
cs224n
Sep 24, 2026
Reward Model
concept
llm
alignment
cs224n
Sep 24, 2026
Rotary Positional Embeddings
concept
transformer
cs224n
Sep 24, 2026
QLoRA
concept
peft
quantization
llm
cs224n
Sep 24, 2026
Neural NLP
concept
nlp
cs224n
Sep 24, 2026
Masked Language Modeling
concept
nlp
cs224n
Sep 24, 2026
LoRA
concept
peft
llm
cs224n
Sep 24, 2026
LSTM
concept
nlp
cs224n
Sep 24, 2026
Instruction Fine-Tuning
concept
llm
cs224n
Sep 24, 2026
GRU
concept
nlp
cs224n
Sep 24, 2026
GloVe
concept
nlp
cs224n
Sep 24, 2026
Chain-of-Thought Prompting
concept
prompting
cs224n
Sep 24, 2026
AI Hallucination
concept
llm
evaluation
cs224n
Sep 24, 2026
Adapter
concept
peft
cs224n
Sep 24, 2026
BPE
concept
tokenization
cs224n
Sep 24, 2026
CS224N 2026 - Lecture 12 - Reasoning Part 1
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 13 - Reasoning Part 2
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 14 - Tokenization and Multilinguality
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 16 - AIs Impact on Humanity
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 19 - The Art of Artificial Reasoning for Small Language Models
cs224n
lecture
Sep 24, 2026
SLP 2026 - Chapter 02 - Words and Tokens
cs224n
textbook
Sep 24, 2026
SLP 2026 - Chapter 09 - Post-training - Instruction Tuning Alignment and Test-Time
cs224n
textbook
Sep 24, 2026
SLP 2026 - Chapter 10 - Masked Language Models
cs224n
textbook
Sep 24, 2026
2025 - We Cant Understand AI Using Our Existing Vocabulary
cs224n
paper
Sep 24, 2026
CS224N - Notes - Backpropagation Old
cs224n
course-note
Sep 24, 2026
CS224N 2017 - Review of Differential Calculus Theory
cs224n
course-note
Sep 24, 2026
CS224N 2019 - Notes - Computing Neural Network Gradients
cs224n
course-note
Sep 24, 2026
CS224N 2019 - Notes 02 - Word Vectors II - GloVe Evaluation and Training
cs224n
course-note
Sep 24, 2026
CS224N 2019 - Notes 03 - Neural Networks and Backpropagation
cs224n
course-note
Sep 24, 2026
CS224N 2019 - Notes 05 - Language Models RNN GRU and LSTM
cs224n
course-note
Sep 24, 2026
CS224N 2023 - Notes 01 - Introduction and Word2Vec - Draft
cs224n
course-note
Sep 24, 2026
CS224N 2023 - Notes 10 - Self-Attention and Transformers - Draft
cs224n
course-note
Sep 24, 2026
CS224N 2026 - Lecture 02 - Word Vectors
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 03 - Neural Network Foundations
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 04 - Language Models and Recurrent Neural Networks
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 05 - Attention and Transformers
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 06 - Final Projects and Practical Tips
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 07 - Pretraining
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 08 - Post-training
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 09 - Efficient Adaptation
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 10 - RAG and Language Agents
cs224n
lecture
Sep 24, 2026
CS224N 2026 - Lecture 11 - Evaluation
cs224n
lecture
Sep 24, 2026
2011 - Natural Language Processing Almost from Scratch
cs224n
paper
Sep 24, 2026
2013 - Distributed Representations of Words and Phrases and their Compositionality
cs224n
paper
Sep 24, 2026
2013 - Efficient Estimation of Word Representations in Vector Space
cs224n
paper
Sep 24, 2026
2013 - On the Difficulty of Training Recurrent Neural Networks
cs224n
paper
Sep 24, 2026
2014 - GloVe - Global Vectors for Word Representation
cs224n
paper
Sep 24, 2026
2015 - Improving Distributional Similarity with Lessons Learned from Word Embeddings
cs224n
paper
Sep 24, 2026
2016 - A Latent Variable Model Approach to PMI-based Word Embeddings
cs224n
paper
Sep 24, 2026
2016 - Layer Normalization
cs224n
paper
Sep 24, 2026
2016 - Neural Machine Translation of Rare Words with Subword Units
cs224n
paper
Sep 24, 2026
2017 - Attention Is All You Need
cs224n
paper
Sep 24, 2026
2017 - Derivatives Backpropagation and Vectorization - Justin Johnson
cs224n
paper
Sep 24, 2026
2018 - BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding
cs224n
paper
Sep 24, 2026
2018 - Image Transformer
cs224n
paper
Sep 24, 2026
2018 - Music Transformer - Generating Music with Long-Term Structure
cs224n
paper
Sep 24, 2026
2018 - On the Dimensionality of Word Embedding
cs224n
paper
Sep 24, 2026
2019 - Parameter-Efficient Transfer Learning for NLP
cs224n
paper
Sep 24, 2026
2019 - The Lottery Ticket Hypothesis - Finding Sparse Trainable Neural Networks
cs224n
paper
Sep 24, 2026
2020 - Contextual Word Representations - A Contextual Introduction
cs224n
paper
Sep 24, 2026
2020 - Language Models are Few-Shot Learners
cs224n
paper
Sep 24, 2026
2020 - Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
cs224n
paper
Sep 24, 2026
2020 - Unsupervised Cross-lingual Representation Learning at Scale
cs224n
paper
Sep 24, 2026
2021 - LoRA - Low-Rank Adaptation of Large Language Models
cs224n
paper
Sep 24, 2026
2021 - Measuring Massive Multitask Language Understanding
cs224n
paper
Sep 24, 2026
2021 - RoFormer - Enhanced Transformer with Rotary Position Embedding
cs224n
paper
Sep 24, 2026
2022 - Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
cs224n
paper
Sep 24, 2026
2022 - Fast Inference from Transformers via Speculative Decoding
cs224n
paper
Sep 24, 2026
2022 - Retrieval-Augmented Multimodal Language Modeling
cs224n
paper
Sep 24, 2026
2022 - Scaling Instruction-Finetuned Language Models
cs224n
paper
Sep 24, 2026
2023 - AlpacaFarm - A Simulation Framework for Methods that Learn from Human Feedback
cs224n
paper
Sep 24, 2026
2023 - Direct Preference Optimization - Your Language Model is Secretly a Reward Model
cs224n
paper
Sep 24, 2026
2023 - Do All Languages Cost the Same - Tokenization in the Era of Commercial Language Models
cs224n
paper
Sep 24, 2026
2023 - Holistic Evaluation of Language Models
cs224n
paper
Sep 24, 2026
2023 - How Far Can Camels Go - Exploring Instruction Tuning on Open Resources
cs224n
paper
Sep 24, 2026
2023 - Lets Verify Step by Step
cs224n
paper
Sep 24, 2026
2023 - ReAct - Synergizing Reasoning and Acting in Language Models
cs224n
paper
Sep 24, 2026
2023 - Scaling Autoregressive Multi-Modal Models - Pretraining and Instruction Tuning
cs224n
paper
Sep 24, 2026
2023 - Scaling Laws for Generative Mixed-Modal Language Models
cs224n
paper
Sep 24, 2026
2023 - Self-Consistency Improves Chain of Thought Reasoning in Language Models
cs224n
paper
Sep 24, 2026
2023 - Toolformer - Language Models Can Teach Themselves to Use Tools
cs224n
paper
Sep 24, 2026
2024 - Chameleon - Mixed-Modal Early-Fusion Foundation Models
cs224n
paper
Sep 24, 2026
2024 - LMFusion - Adapting Pretrained Language Models for Multimodal Generation
cs224n
paper
Sep 24, 2026
2024 - Scaling LLM Test-Time Compute Optimally Can Be More Effective Than Scaling Model Parameters
cs224n
paper
Sep 24, 2026
2024 - The Llama 3 Herd of Models
cs224n
paper
Sep 24, 2026
2024 - Transfusion - Predict the Next Token and Diffuse Images with One Multi-Modal Model
cs224n
paper
Sep 24, 2026
2024 - Visual Sketchpad - Sketching as a Visual Chain of Thought for Multimodal Language Models
cs224n
paper
Sep 24, 2026
2025 - Agentic Interpretability - Because We Have LLMs We Can and Should Pursue It
cs224n
paper
Sep 24, 2026
2025 - Bridging the Human-AI Knowledge Gap Through Concept Discovery and Transfer in AlphaZero
cs224n
paper
Sep 24, 2026
2025 - DAPO - An Open-Source LLM Reinforcement Learning System at Scale
cs224n
paper
Sep 24, 2026
2025 - DeepSeek-R1 - Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
cs224n
paper
Sep 24, 2026
2025 - Mixture-of-Transformers - A Sparse and Scalable Architecture for Multi-Modal Foundation Models
cs224n
paper
Sep 24, 2026
2025 - Multimodal RewardBench - Holistic Evaluation of Reward Models for Vision Language Models
cs224n
paper
Sep 24, 2026
2025 - Neologism Learning for Controllability and Self-Verbalization
cs224n
paper
Sep 24, 2026
2025 - OneFlow - Concurrent Mixed-Modal and Interleaved Generation with Edit Flows
cs224n
paper
Sep 24, 2026
2025 - Reconstruction Alignment Improves Unified Multimodal Models
cs224n
paper