Hacker News
- NLP’s generalization problem, and how researchers are tackling it https://thegradient.pub/frontiers-of-generalization-in-natural-language-processing/ 39 comments
Linking pages
- NLP's Clever Hans Moment has Arrived https://thegradient.pub/nlps-clever-hans-moment-has-arrived/ 89 comments
- Shortcuts: How Neural Networks Love to Cheat https://thegradient.pub/shortcuts-neural-networks-love-to-cheat/ 1 comment
- Beyond Word Embeddings Part 3. TLDR; | by Aaron (Ari) Bornstein | Towards Data Science https://towardsdatascience.com/beyond-word-embeddings-part-3-four-common-flaws-in-state-of-the-art-neural-nlp-models-c1d35d3496d0 0 comments
- Evaluating Text Output in NLP: BLEU at your own risk | by Rachael Tatman | Towards Data Science https://medium.com/@rtatman/evaluating-text-output-in-nlp-bleu-at-your-own-risk-e8609665a213 0 comments
- Deep INFOMAX, Image to Image Translation, FEVER, Perception Engines, QuAC, Best 150 ML Tutorials,… | by elvis | DAIR.AI | Medium https://medium.com/dair-ai/deep-infomax-image-to-image-translation-fever-perception-engines-quac-best-150-ml-tutorials-71904cbcffb7 0 comments
Linked pages
- [1801.00631] Deep Learning: A Critical Appraisal https://arxiv.org/abs/1801.00631 102 comments
- Boolean satisfiability problem - Wikipedia http://en.wikipedia.org/wiki/Boolean_satisfiability_problem 45 comments
- Deep Learning, Structure and Innate Priors | Abigail See http://www.abigailsee.com/2018/02/21/deep-learning-structure-and-innate-priors.html 35 comments
- ImageNet http://image-net.org/index 12 comments
- [1802.03685] Learning a SAT Solver from Single-Bit Supervision https://arxiv.org/abs/1802.03685 10 comments
- Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence | September 2015 | Communications of the ACM http://cacm.acm.org/magazines/2015/9/191169-commonsense-reasoning-and-commonsense-knowledge-in-artificial-intelligence/fulltext 3 comments
- Microsoft creates AI that can read a document and answer questions about it as well as a person - The AI Blog https://blogs.microsoft.com/ai/microsoft-creates-ai-can-read-document-answer-questions-well-person/ 0 comments
- Debate: "Does AI Need More Innate Machinery?" (Yann LeCun, Gary Marcus) - YouTube https://www.youtube.com/watch?v=vdWPQ6iAkT4 0 comments
- [1805.04025] Deep Nets: What have they ever done for Vision? https://arxiv.org/abs/1805.04025 0 comments
- [1801.05667] Innateness, AlphaZero, and Artificial Intelligence https://arxiv.org/abs/1801.05667 0 comments
- Four deep learning trends from ACL 2017 | Abigail See http://www.abigailsee.com/2017/08/30/four-deep-learning-trends-from-acl-2017-part-1.html 0 comments
- Inductive bias - Wikipedia https://en.wikipedia.org/wiki/Inductive_bias 0 comments
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