Install
Natural Language Processing
Text, speech, translation, and retrieval with modern NLP techniques.
- 18 Tracked terms
- Last 30 days Feed window
What this topic collects on
An article joins this feed when it matches these terms. Each one is also a search of its own.
Related topics
Latest in Natural Language Processing
New AI Framework Turns Thousands of Product Reviews Into Balanced,
2+ hour, 7+ min ago (55+ words) Online shoppers scrolling through a popular product on a major e-commerce platform may face thousands of customer reviews, each expressing a slightly different opinion about quality, price, delivery, durability, or customer service. Reading them all is impossible, and the automated…...
I described 1,245 tables with an LLM and retrieval got worse
6+ hour, 46+ min ago (1126+ words) The cataloguing step is supposed to be the easy win. You have a schema whose tables are called ecm_template_link and v_pmpm, your users ask questions in English, and the gap between those two vocabularies is why retrieval misses. So you point a…...
BPE-Style Tokenizers: The Small Algorithm That Decides What an LLM Can See
11+ hour, 10+ min ago (1289+ words) Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review... Tagged with ai, webdev, programming, productivity....
Spherical Topic Models Bring Coherence to Short-Text Machine Learning
7+ hour, 17+ min ago (55+ words) Probabilistic topic models have long served as one of the workhorses of text mining, offering a statistical lens through which vast collections of documents can be organized into interpretable themes. From latent Dirichlet allocation onward, these models have assumed that…...
Day 7: Dot Product & Cosine Similarity, and How Machines Measure Similarity
7+ hour, 14+ min ago (47+ words) Part 7 of a 50-day journey from zero to building AI agents. Picking up from yesterday Yesterday we treated vectors as just …...
Tokenization Is Not a Preprocessing Step. It’s a System Design Decision.
11+ hour, 46+ min ago (281+ words) Introduction At some point almost every LLM engineer hits one of these: A “128k context window” model runs out of …...
Day 16: Cosine Similarity and Semantic Search Basics
20+ hour, 20+ min ago (495+ words) Cosine similarity measures how closely two vectors point in the same direction, regardless of their length. Picture a vector as an arrow from the origin in space. Cosine similarity looks at the angle between two such arrows. If they point…...
Applied Sciences, Vol. 16, Pages 9065: Bayesian Biaffine Variational Graph Convolutional Network for Aspect-Based Sentiment Analysis
19+ hour, 56+ min ago (496+ words) Aspect-based sentiment analysis (ABSA) aims to identify the sentiment polarity expressed toward a specific aspect in a sentence. Existing sequential and Transformer-based methods can effectively capture contextual semantics, but they often lack explicit modeling of aspect–opinion relations. Graph-based approaches…...
A Framework for Conversational System Modeling | HackerNoon
21+ hour, 29+ min ago (803+ words) There is an interesting but criticized theory in linguistics: Grice's Maxims of Conversation. This theory, introduced by British philosopher Paul Grice, attempts to explain how humans converse. That is, it provides a framework for understanding how effective communication between two…...
Beyond Next-Token Prediction
17+ hour, 50+ min ago (27+ words) Transformers can learn internal rules and procedures, going beyond simple memorization and next-token prediction. Saying that a Large Language Model learns to predict the …...