Lucas Torroba Hennigen

About Lucas Torroba Hennigen

Lucas Torroba Hennigen, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Cambridge, specializes in the field of Machine Learning, NLP.

His recent articles reflect a diverse array of research interests and contributions to the field:

Principled gradient-based Markov chain Monte Carlo for text generation

Towards verifiable text generation with symbolic references

An ordinal latent variable model of conflict intensity

Generalizing backpropagation for gradient-based interpretability

Deriving language models from masked language models

Learning to grow pretrained models for efficient transformer training

A measure-theoretic characterization of tight language models

UniMorph 4.0: Universal morphology

Lucas Torroba Hennigen Information

University

Position

___

Citations(all)

198

Citations(since 2020)

198

Cited By

24

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Lucas Torroba Hennigen Skills & Research Interests

Machine Learning

NLP

Top articles of Lucas Torroba Hennigen

Principled gradient-based Markov chain Monte Carlo for text generation

arXiv preprint arXiv:2312.17710

2023/12/29

Towards verifiable text generation with symbolic references

arXiv preprint arXiv:2311.09188

2023/11/15

An ordinal latent variable model of conflict intensity

arXiv preprint arXiv:2210.03971

2022/10/8

Generalizing backpropagation for gradient-based interpretability

arXiv preprint arXiv:2307.03056

2023/7/6

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

Deriving language models from masked language models

ACL

2023/5/24

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

Yoon Kim
Yoon Kim

H-Index: 11

Learning to grow pretrained models for efficient transformer training

ICLR

2023/3/2

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

Yoon Kim
Yoon Kim

H-Index: 11

A measure-theoretic characterization of tight language models

arXiv preprint arXiv:2212.10502

2022/12/20

Same neurons, different languages: Probing morphosyntax in multilingual pre-trained models

NAACL 2022

2022/5/4

Probing as quantifying inductive bias

2022/5

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

A latent-variable model for intrinsic probing

2023/2/7

Classifying dyads for militarized conflict analysis

arXiv preprint arXiv:2109.12860

2021/9/27

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

Robert West
Robert West

H-Index: 18

Machine reading of historical events

2020/7

Lucas Torroba Hennigen
Lucas Torroba Hennigen

H-Index: 1

Omri Abend
Omri Abend

H-Index: 15

See List of Professors in Lucas Torroba Hennigen University(University of Cambridge)