Upload File

nlp4ads - nasa astrophysics data systemads.harvard.edu/adsug/2018/06-3_ads_2025.pdfautomatic speech...

  • Home
  • Documents
  • NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference
7
NLP4ADS Kris Bukovi [email protected] @krisbukovi

Upload: others

Post on 21-Sep-2020

4 views

Category:

Documents


0 download

Report

TRANSCRIPT

Page 1: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

NLP4ADSKris Bukovi

[email protected]@krisbukovi

Page 2: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

SOTA Methods for NLP

Page 3: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

Keywords and Important Points

Page 4: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

-Jupyter Notebooks Link-

Summarization

https://github.com/krisbukovi/jupyter_notebooks/blob/master/ads_lstm_rnn.ipynb
Page 5: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

UAT Thesaurus WikiData (gravity waves vs gravitational waves)

Concept Extraction and Entity Linking

Page 6: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

Citation Classification

Page 7: NLP4ADS - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-3_ADS_2025.pdfAutomatic speech recognition CCG supertagging Chunking Common sense Constituency parsing Coreference

Questions?


Cloud infrastructure New clusterads.harvard.edu/adsug/2019/07C-Cloud_infrastructure.pdf · Cloud infrastructure overview • New single cluster capable of handling ADS classic traffic

Expansion Study and Proposals ADS Users Group Meeting - …ads.harvard.edu/adsug/2018/01-3_Expansion_Study_and... · 2018. 11. 28. · ADS Users Group Meeting - 11/29/2018. Overview

ADS Users Group Meeting, 20-21 Nov. 2019 Ingest Systemads.harvard.edu/adsug/2019/08-Ingest_System.pdf · 2019. 12. 2. · Python, Cron, Docker, RabbitMQ, Protobufs Mostly Reuses Classic

1972mtmw.book2. - NASA Astrophysics Data Systemads.harvard.edu/books/1972mtmw.book/Chapter2.pdf · 1972mtmw.book....2. Title: 1972mtmw.book....2. Created Date: 7/9/2009 1:41:48 PM

14 Shape of Spectral Lines - Astrophysics Data Systemads.harvard.edu/books/1989fsa..book/AbookC14.pdf · 14 ⋅ Shape of Spectral Lines In practice, all these effects are present

Integrated Supertagging and Parsingmichaelauli.github.io/talks/parsing-tagging-talk.pdfnew parsing problem: 3 n3) Integrated Model •Supertagger & parser are log-linear models.! •Idea:

Part I Stellar Interiors - Astrophysics Data Systemads.harvard.edu/books/1989fsa..book/AbookC01.pdf · 4 1 Stellar Interiors of the space in which the interaction will take place

Topic Models - NASA Astrophysics Data Systemads.harvard.edu/adsug/2018/06-2_From_Data_to_Decision...Topic Models "Words are how you use them" L. Wittgenstein "You shall know a word

User Interface Updates ADS Users Group Meeting, 20-21 Nov ...ads.harvard.edu/adsug/2019/03-1-User_Interface.pdf · SEO improvements ... Future Work / Challenges Site still using outdated

Searching by Affiliation in ADS ADS Users Group Meeting ...ads.harvard.edu/adsug/2019/09-1-Affiliations.pdf · 5 Fermi Pulsar Search Consortium 5 Fermi Mission Team 5 Fermi Gamma-ray

The NASA Astrophysics Data System: ADS Users Group Meeting ...ads.harvard.edu/adsug/2017/Overview.pdf · Overview ADS’s mission Assessment and recommendations from Review Panels

User Support During the Transition ADS Users Group Meeting ...ads.harvard.edu/adsug/2019/05-User_Support.pdf · Comment: “Y2K bug… I am nostalgic for the 90’s too” Social

Challenges, Strengths,ads.harvard.edu/adsug/2017/Challenges.pdfChallenges, Strengths, Threats & Opportunities Alberto Accomazzi ADS Users Group Meeting January 17-18, 2017 Challenges

Supertagging CMSC 35100 Natural Language Processing January 31, 2006

Introduction to Data-Driven [0.1cm]Dependency Parsing · I Statistical constraint dependency parsing in two steps [Wang and Harper 2004]: 1. Supertagging using a trigram Hidden Markov

NASA Astrophysics Data Systemads.harvard.edu/books/1602tbam.book/1602tbam_7.pdf · el ucidare,licec min GS ad rem faciat,non eric ufq; acieo inconveniens. Infrà li ceram T e Q mei

Copyright by Srivatsan Ramanujam 2009€¦ · Factorial Hidden Markov Models for Full and Weakly Supervised Supertagging Srivatsan Ramanujam, M.A. The University of Texas at Austin,

Astrophysics Data System - ADS Users Group Meetingads.harvard.edu/adsug/2018/01-2_ADS_Overview.pdf · 2018-11-28 · Provide transition path to new API for ADS classic crawlers