Jordan Boyd-Graber
My research lies at the intersection of natural language processing and machine learning. I post videos from my courses and research.
Почему использование простой языковой модели может ускорить работу более умной: спекулятивное дек...
Кэширование KV: ускорение вывода LLM [Лекция]
Нам не нужны никакие вонючие числа с плавающей точкой для ИИ [Лекция]
Оптимизация моделей: тонкая настройка, дистилляция, LoRA и QLoRA [Лекция]
Использование DSPy для оптимизации подсказок в Python: пример калибровки вопросов для Quiz Bowl [...
Почему я не сторонник подсказок для ИИ [Лекция]
Хороший план трудно найти: ИИ не может распознать, что помогает пользователю [Исследование]
Как* G*PT* превращает* символы* в* «*слова*»:* узнайте*,* что* означают* звёздочки* [Лекция]
Токенизация: как компьютеры переходят от битов к словам [Лекция]
Адам / AdamW: Чем оптимизатор «по умолчанию» отличается от SGD [Лекция]
AI is great at answering some questions, but what happens with bad questions? [Research, ACL 2025]
Why outsourcing document exploration to AI doesn't always work [ACL 2025, Research]
When AIs play trivia games, they don't know when they're wrong [ACL 2025, Research]
How to "backsolve" LLM personalization by generating user personas [ACL 2025, Research]
ProxAnn (Sting Parody): An AI Alternative to NPMI Evaluation of Topic Models [ACL 2025, Research]
How AI can detect offers that are "too good to be true" [ACL Findings 2025, Research]
The bad habit from high school that's making AI dumb [ACL 2025, Research]
We built an AI to help Noobs play an Online Strategy Game (Diplomacy) [Research Talk, NAACL 2025]
How to find and measure AI's weak spots [Research, NAACL 2025 Outstanding Paper]
Can AI write Questions that it can't Answer? [Research, NAACL 2025]
AIs can help you study if they can read your flashcards [Research, EMNLP 2024]
Computer Translation a few Words at a Time: Phrase-Based Models [Lecture]
The OG Machine Translation Model: IBM Model 1 [Lecture]
How AI can help you learn new vocabulary words [Research, EMNLP 2024]
How to turn trivia questions into state-of-the-art AI training data [Research, EMNLP 2024]
Discovering skills computers still lack when they try to answer questions. [Research, EMNLP 2024]
What’s the p(Doom)? And what’s my 5-year track record at AI Predictions?
How (Un-)Realistic is Dropout's "AI-generated" Video? [Rant]
Meta released a Diplomacy-playing LLM. How good is Cicero at talking to players? [Research Talk]
What Makes for a Bad Question? [Lecture]