Siva Reddy

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Membre Académique Principal
Siva Reddy
Professeur adjoint, McGill University
Siva Reddy

Siva Reddy est professeur adjoint en informatique et linguistique à l’Université McGill. Ses travaux portent sur les algorithmes qui permettent aux ordinateurs de comprendre et traiter les langues humaines. Siva a fait ses études postdoctorales avec le Stanford NLP Group. Son expertise inclut la construction de symboliques linguistiques et induites et de modèles d’apprentissage profond pour le langage. 

Publications

2021-12

End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
Devendra Singh, Siva Reddy, Will Hamilton, Chris Dyer and Dani Yogatama
NEURIPS 2021
(2021-12-06)
papers.nips.ccPDF

2021-11

Universal Dependencies 2.9
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann, Noëmi Aepli, Hamid Aghaei, Željko Agić, Amir Ahmadi, Lars Ahrenberg, Chika Kennedy Ajede, Gabrielė Aleksandravičiūtė, Ika Alfina, Lene Antonsen, Katya Aplonova, Angelina Aquino, Carolina Aragon, Maria Jesus Aranzabe, Bilge Nas Arıcan, Þórunn Arnardóttir, Gashaw Arutie... (456 more)
(venue unknown)
(2021-11-15)
lindat.mff.cuni.cz
Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions
Arjun R. Akula, Spandana Gella, Keze Wang, Song-Chun Zhu and Siva Reddy
EMNLP 2021
(2021-11-01)
aclanthology.orgPDF
Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier and Desmond Elliott

2021-10

The Power of Prompt Tuning for Low-Resource Semantic Parsing.
Nathan Schucher, Siva Reddy and Harm de Vries
arXiv preprint arXiv:2110.08525
(2021-10-16)
dblp.uni-trier.dePDF
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-Trained Language Models.
Nicholas Meade, Elinor Poole-Dayan and Siva Reddy
arXiv preprint arXiv:2110.08527
(2021-10-16)
dblp.uni-trier.dePDF
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining
Andreas Madsen, Nicholas Meade, Vaibhav Adlakha and Siva Reddy
arXiv preprint arXiv:2110.08412
(2021-10-15)
dblp.uni-trier.dePDF
Compositional Generalization in Dependency Parsing
arXiv preprint arXiv:2110.06843
(2021-10-13)
dblp.uni-trier.dePDF
TopiOCQA: Open-domain Conversational Question Answeringwith Topic Switching.
Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, Harm de Vries and Siva Reddy
arXiv: Computation and Language
(2021-10-02)
ui.adsabs.harvard.eduPDF

2021-08

Post-hoc Interpretability for Neural NLP: A Survey.
Andreas Madsen, Siva Reddy and Sarath Chandar
arXiv preprint arXiv:2108.04840
(2021-08-10)
ui.adsabs.harvard.eduPDF
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages
Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy and Anders Sogaard
StereoSet: Measuring stereotypical bias in pretrained language models
Moin Nadeem, Anna Bethke and Siva Reddy

2021-07

Modelling Latent Translations for Cross-Lingual Transfer
Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic and Siva Reddy
arXiv preprint arXiv:2107.11353
(2021-07-23)
ui.adsabs.harvard.eduPDF

2021-06

Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering
Meiqi Guo, Mingda Zhang, Siva Reddy and Malihe Alikhani
AKBC 2021
(2021-06-22)
openreview.netPDF
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
Devendra Singh Sachan, Siva Reddy, William Hamilton, Chris Dyer and Dani Yogatama
arXiv: Computation and Language
(2021-06-09)
ui.adsabs.harvard.eduPDF

2021-05

Universal Dependencies 2.8.1
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann, Noëmi Aepli, Hamid Aghaei, Željko Agić, Amir Ahmadi, Lars Ahrenberg, Chika Kennedy Ajede, Gabrielė Aleksandravičiūtė, Ika Alfina, Lene Antonsen, Katya Aplonova, Angelina Aquino, Carolina Aragon, Maria Jesus Aranzabe, Bilge Nas Arıcan, Þórunn Arnardóttir, Gashaw Arutie... (434 more)
(venue unknown)
(2021-05-15)
lindat.mff.cuni.cz
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle.
Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy and Aaron C. Courville
Understanding by Understanding Not: Modeling Negation in Language Models.
Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R. Devon Hjelm, Alessandro Sordoni and Aaron C. Courville

2021-04

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval
Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban and Siva Reddy

2021-01

Latent Translation Cross-Lingual Transfer
Edoardo Ponti, Ivan Vulic, Julia Kreutzer and Siva Reddy
(venue unknown)
(2021-01-01)

2020-11

Universal Dependencies 2.7
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann, Noëmi Aepli, Hamid Aghaei, Željko Agić, Amir Ahmadi, Lars Ahrenberg, Chika Kennedy Ajede, Gabrielė Aleksandravičiūtė, Ika Alfina, Lene Antonsen, Katya Aplonova, Angelina Aquino, Carolina Aragon, Maria Jesus Aranzabe, Þórunn Arnardóttir, Gashaw Arutie, Jessica Naraiswari Arwidarasti... (395 more)
(venue unknown)
(2020-11-15)
lindat.cz
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
Zhi Wen, Xing Han Lu and Siva Reddy
Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback
Makesh Narsimhan Sreedhar, Kun Ni and Siva Reddy

2020-10

Explicitly Modeling Syntax in Language Model improves Generalization.
Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy and Aaron C. Courville
arXiv preprint arXiv:2011.07960
(2020-10-21)
ui.adsabs.harvard.eduPDF

2020-09

Measuring Systematic Generalization in Neural Proof Generation with Transformers
Nicolas Gontier, Koustuv Sinha, Siva Reddy and Christopher Pal

2020-05

Universal Dependencies 2.6
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann, Noëmi Aepli, Željko Agić, Lars Ahrenberg, Chika Kennedy Ajede, Gabrielė Aleksandravičiūtė, Lene Antonsen, Katya Aplonova, Angelina Aquino, Maria Jesus Aranzabe, Gashaw Arutie, Masayuki Asahara, Luma Ateyah, Furkan Atmaca, Mohammed Attia, Aitziber Atutxa, Liesbeth Augustinus... (349 more)
(venue unknown)
(2020-05-15)
hdl.handle.net
Words aren’t enough, their order matters: on the robustness of grounding visual referring expressions
Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu and Siva Reddy

2020-01

You could have said that instead: Improving Chatbots with Natural Language Feedback.
Makesh Narsimhan Sreedhar, Kun Ni and Siva Reddy
EMNLP 2020
(2020-01-01)
aclanthology.org

2019-11

Universal Dependencies 2.5
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Noëmi Aepli, Željko Agić, Lars Ahrenberg, Gabrielė Aleksandravičiūtė, Lene Antonsen, Katya Aplonova, Maria Jesus Aranzabe, Gashaw Arutie, Masayuki Asahara, Luma Ateyah, Mohammed Attia, Aitziber Atutxa, Liesbeth Augustinus, Elena Badmaeva, Miguel Ballesteros, Esha Banerjee, Sebastian Bank... (324 more)
(venue unknown)
(2019-11-15)
hdl.handle.net

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