Alexander Fraser

About Alexander Fraser

Alexander Fraser, With an exceptional h-index of 30 and a recent h-index of 21 (since 2020), a distinguished researcher at Ludwig-Maximilians-Universität München, specializes in the field of Machine Translation, Natural Language Processing, Machine Learning, Information Retrieval.

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

Labeled morphological segmentation with semi-Markov models

Understanding Cross-Lingual Alignment--A Survey

Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You

Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation

Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages

Adaptersoup: Weight averaging to improve generalization of pretrained language models

Extending Multilingual Machine Translation through Imitation Learning

LMU at HaSpeeDe3: Multi-Dataset Training for Cross-Domain Hate Speech Detection

Alexander Fraser Information

University

Position

Center for Information and Language Processing (LMU)

Citations(all)

3754

Citations(since 2020)

1455

Cited By

2784

hIndex(all)

30

hIndex(since 2020)

21

i10Index(all)

73

i10Index(since 2020)

42

Email

University Profile Page

Ludwig-Maximilians-Universität München

Google Scholar

View Google Scholar Profile

Alexander Fraser Skills & Research Interests

Machine Translation

Natural Language Processing

Machine Learning

Information Retrieval

Top articles of Alexander Fraser

Title

Journal

Author(s)

Publication Date

Labeled morphological segmentation with semi-Markov models

arXiv preprint arXiv:2404.08997

Ryan Cotterell

Thomas Müller

Alexander Fraser

Hinrich Schütze

2024/4/13

Understanding Cross-Lingual Alignment--A Survey

arXiv preprint arXiv:2404.06228

Katharina Hämmerl

Jindřich Libovický

Alexander Fraser

2024/4/9

Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You

arXiv preprint arXiv:2401.16092

Felix Friedrich

Katharina Hämmerl

Patrick Schramowski

Jindrich Libovicky

Kristian Kersting

...

2024/1/29

Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation

EMNLP 2023 (Findings)

Wen Lai

Alexandra Chronopoulou

Alexander Fraser

2023/5/22

Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages

arXiv preprint arXiv:2311.12489

Viktor Hangya

Silvia Severini

Radoslav Ralev

Alexander Fraser

Hinrich Schütze

2023/11/21

Adaptersoup: Weight averaging to improve generalization of pretrained language models

EACL 2023 (Findings)

Alexandra Chronopoulou

Matthew E Peters

Alexander Fraser

Jesse Dodge

2023/2/14

Extending Multilingual Machine Translation through Imitation Learning

arXiv preprint arXiv:2311.08538

Wen Lai

Viktor Hangya

Alexander Fraser

2023/11/14

LMU at HaSpeeDe3: Multi-Dataset Training for Cross-Domain Hate Speech Detection

Viktor Hangya

Alexander Fraser

2023

Exploring anisotropy and outliers in multilingual language models for cross-lingual semantic sentence similarity

arXiv preprint arXiv:2306.00458

Katharina Hämmerl

Alina Fastowski

Jindřich Libovický

Alexander Fraser

2023/6/1

A Study on Accessing Linguistic Information in Pre-Trained Language Models by Using Prompts

Marion Di Marco

Katharina Hämmerl

Alexander Fraser

2023/12/1

On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss

arXiv preprint arXiv:2305.17182

Yihong Liu

Alexandra Chronopoulou

Hinrich Schütze

Alexander Fraser

2023/5/26

How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have

arXiv preprint arXiv:2305.14081

Viktor Hangya

Alexander Fraser

2023/5/23

Label modification and bootstrapping for zero-shot cross-lingual hate speech detection

Language Resources and Evaluation

Irina Bigoulaeva

Viktor Hangya

Iryna Gurevych

Alexander Fraser

2023/12

Combining static and contextualised multilingual embeddings

arXiv preprint arXiv:2203.09326

Katharina Hämmerl

Jindřich Libovický

Alexander Fraser

2022/3/17

Language-family adapters for low-resource multilingual neural machine translation

LoResMT @ EACL 2023

Alexandra Chronopoulou

Dario Stojanovski

Alexander Fraser

2023

Findings of the WMT 2022 shared tasks in unsupervised MT and very low resource supervised MT

Marion Weller-Di Marco

Alexander Fraser

2022/12

Addressing the challenges of cross-lingual hate speech detection

arXiv preprint arXiv:2201.05922

Irina Bigoulaeva

Viktor Hangya

Iryna Gurevych

Alexander Fraser

2022/1/15

Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings

arXiv preprint arXiv:2205.15713

Silvia Severini

Viktor Hangya

Masoud Jalili Sabet

Alexander Fraser

Hinrich Schütze

2022/5/31

Comparative Analysis of Cross-lingual Contextualized Word Embeddings

Hossain Shaikh Saadi

Viktor Hangya

Tobias Eder

Alexander Fraser

2022/12

Demonstrating CAT: synthesizing data-aware conversational agents for transactional databases

arXiv preprint arXiv:2203.14144

Marius Gassen

Benjamin Hättasch

Benjamin Hilprecht

Nadja Geisler

Alexander Fraser

...

2022/3/26

See List of Professors in Alexander Fraser University(Ludwig-Maximilians-Universität München)