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Here are some ressources related to Nlp, Summarization, Language. Hoping you will find learning material, alternative tools or just some interesting stuff.

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Articles

DarkBERT: A Language Model for the Dark Side of the Internet
See discussion (59 comments, 142 points) - Archive
Large language models generate functional protein sequences across families
See discussion (33 comments, 172 points) - Archive
100K Context Windows
See discussion (389 comments, 924 points) - Archive
Retrieval in LangChain
See discussion (68 comments, 212 points) - Archive
From Books to Knowledge Graphs
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What is Temperature in NLP?
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Evidence of a predictive coding hierarchy in the human brain listening to speech
See discussion (116 comments, 211 points) - Archive
Contexto: Find the Secret Word
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DALL-E for Playlists
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Deep language algorithms predict semantic comprehension from brain activity
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Why aren’t you using pretrained models?
See discussion (50 comments, 99 points) - Archive
Show HN: Trane, an automated system for learning complex skills
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Chimpanzees have diverse vocal sequences with ordered recombinatorial properties
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BERTopic: The Future of Topic Modeling
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A neural network solves and generates mathematics problems by program synthesis
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To Understand Language Is to Understand Generalization
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Advanced NLP with spaCy v3
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Automatically detecting and replying to recruiter spam
See discussion (106 comments, 121 points) - Archive
Knowledge Graphs
See discussion (28 comments, 160 points) - Archive
Speech and Language Processing
See discussion (6 comments, 82 points) - Archive
Collaborative filtering doesn't work for us
See discussion (104 comments, 157 points) - Archive
AlphaFold 2 is here: what’s behind the structure prediction miracle
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What DeepMind’s AlphaFold 2 really achieved (2020)
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FastText is the best text classification library for a quick baseline
See discussion (11 comments, 143 points) - Archive
Text Classification by Data Compression
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AlphaFold2 at CASP14: “It feels like one’s child has left home.”
See discussion (37 comments, 138 points) - Archive
TLDR: Extreme Summarization of Scientific Documents
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Weird A.I. Yankovic: Generating Parody Lyrics
See discussion (32 comments, 100 points) - Archive
Do NLP Beyond English
See discussion (68 comments, 148 points) - Archive
Machine Learning for a Better Developer Experience
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Classifying 200k articles in 7 hours using NLP
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TaBERT: A new model for understanding queries over tabular data
See discussion (25 comments, 153 points) - Archive
Self Supervised Learning in NLP
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Using Neural Networks to Find Answers in Tables
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Generating MIDI melody from lyrics using LSTM-GANs
See discussion (25 comments, 120 points) - Archive
Knowledge Graphs
See discussion (49 comments, 261 points) - Archive
Natural Language Processing Best Practices and Examples
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Introduction to Bert
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Probabilistic Scraping of Plain Text Tables (2013)
See discussion (8 comments, 92 points) - Archive
GitHub releases an ImageNet for code and a CodeSearchNet challenge
See discussion (93 comments, 428 points) - Archive
NLP's Clever Hans Moment Has Arrived
See discussion (89 comments, 270 points) - Archive
Deep Learning Illustrated: Building Natural Language Processing Models
See discussion (6 comments, 105 points) - Archive
Linguistics Using Category Theory (2018)
See discussion (30 comments, 108 points) - Archive
The Mathematics of Text Structure
See discussion (13 comments, 89 points) - Archive
Spaced Repetition
See discussion (112 comments, 106 points) - Archive
Multi-Layer Dictionary (2016)
See discussion (109 comments, 222 points) - Archive
Unsupervised word embeddings capture latent knowledge from scientific literature
See discussion (20 comments, 135 points) - Archive
Predicting Stack Overflow Tags with Google’s Cloud AI
See discussion (43 comments, 163 points) - Archive
Microsoft open sources code to give any app Bing-like intelligence
See discussion (12 comments, 119 points) - Archive
Advanced NLP with SpaCy
See discussion (36 comments, 357 points) - Archive
A Gentle Introduction to Text Summarization in Machine Learning
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Aroma: Using machine learning for code recommendation
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Wittgenstein’s theories are the basis of all modern NLP
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The Illustrated BERT: How NLP Cracked Transfer Learning
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What Kagglers Are Using for Text Classification
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The Growth of Reddit
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Making a racist AI without really trying (2017)
See discussion (119 comments, 229 points) - Archive
Towards Natural Language Semantic Code Search at GitHub
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Training classifiers with natural language explanations
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NLP’s generalization problem, and how researchers are tackling it
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Show HN: I trained a neural network to learn Arabic morphology
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DeepLog: Anomaly Detection and Diagnosis from System Logs (2017) [pdf]
See discussion (30 comments, 164 points) - Archive
“The Unreasonable Effectiveness of Deep Learning Representations”
See discussion (35 comments, 85 points) - Archive
Augmenting Long-term Memory
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Deep code search
See discussion (16 comments, 184 points) - Archive
ProteinNet: A standardized data set for machine learning of protein structure
See discussion (3 comments, 103 points) - Archive
Speech and Language Processing, 3rd ed. draft (2017)
See discussion (37 comments, 219 points) - Archive
SLING: A Natural Language Frame Semantic Parser
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A Guide to Natural Language Processing
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The IIT Bombay English-Hindi Parallel Corpus [pdf]
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Wikipedia graph mining: dynamic structure of collective memory
See discussion (6 comments, 107 points) - Archive
Database Learning: Toward a Database That Becomes Smarter Every Time
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ScienceBeam – using computer vision to extract PDF data
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Show HN: RNN that generates Game of Thrones text
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Modeling Agents with Probabilistic Programs
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A Large Self-Annotated Corpus for Sarcasm
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An Upgrade to SyntaxNet, New Models and a Parsing Competition
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Natural Language Corpus Data: Beautiful Data
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Show HN: DeepRhyme (D-Prime) – Generating dope rhymes with machine learning
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Show HN: A Natural Language Query Engine Without Machine Learning
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The Berkeley Document Summarizer: Learning-Based, Single-Document Summarization
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Text Summarization with TensorFlow
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DeepRegex: Neural Generation of Regular Expressions from Natural Language
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Critical Behavior from Deep Dynamics: A Hidden Dimension in Natural Language
See discussion (44 comments, 175 points) - Archive
Bag of Tricks for Efficient Text Classification
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Heavy Metal and Natural Language Processing
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Deep API Learning
See discussion (35 comments, 188 points) - Archive
SyntaxNet in Context: Understanding Google's New TensorFlow NLP Model
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Announcing SyntaxNet: The World’s Most Accurate Natural Language Parser
See discussion (235 comments, 1083 points) - Archive
Implementing a CNN for Text Classification in Tensorflow
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Curated list of speech and natural language processing resources
See discussion (27 comments, 101 points) - Archive
Extracting Structured Data from Recipes Using Conditional Random Fields
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Dead Code Should Be Buried – Why I Didn't Contribute to NLTK
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Towards Neural Network-based Reasoning
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The State of Probabilistic Programming
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Watson now brings cognitive speech capabilities to developers
See discussion (41 comments, 94 points) - Archive
Spaced Repetition is Awesome
See discussion (78 comments, 188 points) - Archive
Stanford Scientists Put Free Text-Analysis Tool on the Web
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Probabilistic Scraping of Plain Text Tables
See discussion (12 comments, 92 points) - Archive
Deeply Moving: Deep Learning for Sentiment Analysis
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Build your own summary tool
See discussion (22 comments, 131 points) - Archive
Introduction to Linguistics for Natural Language Processing
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How to process a million songs in 20 minutes
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How to parse a sentence and decide if to answer "that's what she said"?
See discussion (44 comments, 256 points) - Archive
Augmenting long-term memory (2018)
See discussion (25 comments, 87 points) - Archive
Retro on Viberary
See discussion (30 comments, 168 points) - Archive
IBM and NASA build language models to make scientific knowledge more accessible
See discussion (43 comments, 183 points) - Archive
Learning From DNA: a grand challenge in biology
See discussion (26 comments, 119 points) - Archive
Speech and Language Processing (3rd ed. draft)
See discussion (32 comments, 214 points) - Archive
Natural language instructions induce generalization in networks of neurons
See discussion (89 comments, 186 points) - Archive
Show HN: I made a spaced repetition tool to master coding problems
See discussion (100 comments, 206 points) - Archive
Using a LLM to compress text
See discussion (63 comments, 132 points) - Archive
IBM Granite: A Family of Open Foundation Models for Code Intelligence
See discussion (74 comments, 252 points) - Archive
A review on protein language models
See discussion (27 comments, 138 points) - Archive
Show HN: Exploring HN by mapping and analyzing 40M posts and comments for fun
See discussion (159 comments, 520 points) - Archive
The Illustrated AlphaFold
See discussion (10 comments, 308 points) - Archive
Mapping Hacker News to find who knows what in the HN community
See discussion (213 comments, 379 points) - Archive