NLP Lecture 7(d) - Dependency Parsing

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Prof. Ghassemi Lectures and Tutorials

Prof. Ghassemi Lectures and Tutorials

Күн бұрын

Пікірлер: 18
@mahmoudtarek6859
@mahmoudtarek6859 Жыл бұрын
Simple and to the point, Brilliant instructor. Thank you
@aiyuliu6584
@aiyuliu6584 Жыл бұрын
Thanks for the patient explanation. I finally know what the meaning of it.
@ghassemi
@ghassemi Жыл бұрын
I'm so glad to hear that!
@utkarshujwal3286
@utkarshujwal3286 Жыл бұрын
Thanks a ton Professor, you gave me a good head-start into dependency parsing. I need it for dense captioning.
@ghassemi
@ghassemi Жыл бұрын
You're welcome! I'm glad it was helpful.
@lnxpy
@lnxpy 5 ай бұрын
Well-explained dear professor! Thanks.
@frankietank8019
@frankietank8019 2 жыл бұрын
Very helpful and a high-quality explanation. Thanks!
@ghassemi
@ghassemi 2 жыл бұрын
Thank you, @Frankie!
@dennisdavari5050
@dennisdavari5050 Жыл бұрын
Great explanation!
@ghassemi
@ghassemi Жыл бұрын
Thanks Dennis!
@mebeasensei
@mebeasensei 3 жыл бұрын
How does it go with sentences we wouldn’t consider as standard ..i.e. foreign language learner generated sentences that contain anomalous features, errors, ‘odd’ sentences.
@ghassemi
@ghassemi 3 жыл бұрын
Hi Tommy, thanks for reaching out! A supervised dependency parser will generate the most likely parse of an 'odd' sentence, given what it has observed in its training data; so, if the training data is not representative, then the parser may make mistakes (but hopefully not too many). If your goal is to increase the reliability of the parser for sentences generated by foreign language learners, then you may augment the parser's training data with examples that are representative of foreign language learners. If your goal is to detect (or correct) incorrect parses (e.g. prune incorrect arcs in the dependency graph), you may consider using a sequence-to-sequence model for this (see www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/viewFile/17038/16064). I hope that helps!
@daisydai382
@daisydai382 3 жыл бұрын
How can I distinguish the head and dependent? Sometimes it's easy to confuse the relationship. Like, why nsubj focuses on verb, but 'case' heads on noun....... what's the logic?
@eliyachristophernandi6306
@eliyachristophernandi6306 Жыл бұрын
PERFECT TUTORIAL
@ghassemi
@ghassemi Жыл бұрын
Thank you.
@baranseilsepour3474
@baranseilsepour3474 Жыл бұрын
Would you please share the link of the slides? It is not readable on slides
@ghassemi
@ghassemi Жыл бұрын
Hi Baran; I don't have a publicly available version of the slides. However, ig you increase the resolution of the KZbin video, the text should be significantly clearer.
@nirre4601
@nirre4601 11 ай бұрын
hello im having trouble solving this problem: we have [012345] Word 0 has a dependency on word 2. Word 2 has dependencies on words 1, 5, and 3. Word 5 has a dependency on word 4. there are 11 transitions to reach the dependency tree above. I have tried a few times. all answers are wrong. Any help would be much appreciated. Thank you. i have tried many times and got all these wrong answers. Wrong answers: SH SH SH LA LA SH LA SH SH LA RA SH SH LA SH LA SH SH LA RA RA SH SH SH SH LA SH SH LA SH SH LA RA SH SH SH LA LA SH LA SH SH LA RA SH SH SH LA SH SH LA SH SH LA RA LA SH SH SH LA SH LA SH SH LA RA RA SH SH LA SH SH LA SH LA SH LA RA SH SH LA SH RA SH SH LA LA RA SH SH LA SH SH LA SH SH LA RA RA SH SH SH LA SH LA SH SH LA RA RA SH SH LA SH SH LA SH LA SH LA RA RA SH SH SH LA LA SH LA SH SH LA LA RA SH SH SH LA LA SH LA SH SH LA RA RA SH SH SH LA LA SH LA SH LA LA RA RA SH SH SH LA LA SH LA SH SH LA RA RA SH SH LA SH SH LA SH SH SH RA RA SH SH LA SH SH LA SH LA SH LA RA RA SH SH LA SH SH LA SH LA SH LA RA SH SH LA SH SH LA SH LA LA RA RA SH SH LA SH SH LA LA SH SH SH RA SH SH LA SH LA RA SH SH LA RA RA please help me
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