Contextual Salience for Fast and Accurate Sentence Vectors — mentioned by nwienert

Tue, 25 Aug 2020 00:34:54 GMT

Look up tf-idf. We used this technique to build a similar product (now open sourced[0]) to Journal actually, building off an improved version of tf-idf called CoSaL[1]. Orbit is actually an insanely ambitious take on this problem space. The CoSaL algorithm is in there, it even runs using a forked version of Spotify’s C optimized algorithm. [0] https://github.com/motion/orbit [1] https://arxiv.org/abs/1803.08493

Paper and discussion history. A mention is not an endorsement.

Contextual Salience for Fast and Accurate Sentence Vectors — HN submission

Sat, 28 Apr 2018 07:00:17 GMT

Context Is Everything: Finding Meaning Statistically in Semantic Spaces

135 points; 20 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Contextual Salience for Fast and Accurate Sentence Vectors · HackerPapers discussions

Contextual Salience for Fast and Accurate Sentence Vectors — mentioned by nwienert

Contextual Salience for Fast and Accurate Sentence Vectors — HN submission