← Authors

Holger Schwenk

46 papers · 2005–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (6) πŸ’Ž Century Club (46) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (133) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (14) EMNLP (9) EACL (5) IJCNLP (5) COLING (3) NAACL (3) AAAI (1) CONLL (1) CVPR (1) ICLR (1) INTERSPEECH (1) JMLR (1) NIPS (1)

Top co-authors

Hongyu Gong (8) Loic Barrault (7) Paul-Ambroise Duquenne (7) Alexandre Mourachko (6) Marta R. Costa-jussΓ  (5) Kevin Heffernan (5) Juan Pino (5) Guillaume Wenzek (5) Changhan Wang (5) Onur Γ‡elebi (4)

Keywords

machine translation (11) low-resource language (7) multilingual sentence embedding (6) bitext mining (6) speech-to-speech translation (6) multilingual translation (4) transfer learning (4) sentence embedding (3) speech translation (3) sentence encoder (3) neural machine translation (3) cross-lingual retrieval (3) sentence representation (2) cross-lingual transfer (2) natural language inference (2) cosine similarity (2) sentence alignment (2) knowledge distillation (2) zero-shot learning (2) end-to-end translation (2)

Papers

LCFO: Long Context and Long Form Output Dataset and Benchmarking ACL 2025
Aligning Speech Segments Beyond Pure Semantics ACL 2024
Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer INTERSPEECH 2023
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric ACL 2023
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023
Multilingual Representation Distillation with Contrastive Learning EACL 2023
DiffEdit: Diffusion-based semantic image editing with mask guidance ICLR 2023
Textless Speech-to-Speech Translation on Real Data NAACL 2022
Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages EMNLP 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages EMNLP 2022
stopes - Modular Machine Translation Pipelines EMNLP 2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation EMNLP 2022
FlexIT: Towards Flexible Semantic Image Translation CVPR 2022
Multimodal and Multilingual Embeddings for Large-Scale Speech Mining NIPS 2021
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web ACL 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ACL 2021
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
Beyond English-Centric Multilingual Machine Translation JMLR 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering ACL 2020
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings ACL 2019
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings ACL 2019
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019
XNLI: Evaluating Cross-lingual Sentence Representations EMNLP 2018
Filtering and Mining Parallel Data in a Joint Multilingual Space ACL 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
Very Deep Convolutional Networks for Text Classification EACL 2017
Continuous Adaptation to User Feedback for Statistical Machine Translation NAACL 2015
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation EMNLP 2014
The MateCat Tool COLING 2014
A Multi-Domain Translation Model Framework for Statistical Machine Translation ACL 2013
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction IJCNLP 2013
Collaborative Machine Translation Service for Scientific texts EACL 2012
Large, Pruned or Continuous Space Language Models on a GPU for Statistical Machine Translation NAACL 2012
Continuous Space Translation Models for Phrase-Based Statistical Machine Translation COLING 2012
Parametric Weighting of Parallel Data for Statistical Machine Translation IJCNLP 2011
On the Use of Comparable Corpora to Improve SMT performance EACL 2009
Large and Diverse Language Models for Statistical Machine Translation IJCNLP 2008
Smooth Bilingual N-Gram Translation EMNLP 2007
Smooth Bilingual N-Gram Translation CONLL 2007
Continuous Space Language Models for Statistical Machine Translation ACL 2006
Continuous Space Language Models for Statistical Machine Translation COLING 2006
Training Neural Network Language Models on Very Large Corpora EMNLP 2005