Rico Sennrich
107 papers · 2012–2026 · 14 venues · across top CS/AI venues
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neural machine translation
(35)
machine translation
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low-resource language
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multilingual nlp
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attention mechanism
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parallel corpus
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cross-lingual transfer
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zero-shot learning
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word sense disambiguation
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text generation
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language model
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large language model
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translation quality
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transfer learning
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speech translation
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document-level translation
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contrastive learning
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unsupervised learning
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Papers
CTC Regularization for Low-Resource Speech-to-Text Translation
EACL 2026
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
ACL 2026
SwissGov-RSD: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related Documents
ACL 2026
The Mediomatix Corpus: Parallel Data for Romansh Language Varieties via Comparable Schoolbooks
EACL 2026
Video and Language Alignment in 2D Systems for 3D Multi-object Scenes with Multi-Information Derivative-Free Control
WACV 2026
Automatic Speech Recognition for Low-Resourced Middle Eastern Languages
Interspeech 2025
Cheap Character Noise for OCR-Robust Multilingual Embeddings
ACL 2025
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords
ACL 2025
Dia-Lingle: A Gamified Interface for Dialectal Data Collection
ACL 2025
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
EMNLP 2025
Expanding the WMT24++ Benchmark with Rumantsch Grischun, Sursilvan, Sutsilvan, Surmiran, Puter, and Vallader
EMNLP 2025
Leveraging In-Context Learning for Political Bias Testing of LLMs
ACL 2025
Literary Translations and Synthetic Data for Machine Translation of Low-resourced Middle Eastern Languages
ACL 2025
Machine Translation Models are Zero-Shot Detectors of Translation Direction
ACL 2025
Meaningful Pose-Based Sign Language Evaluation
EMNLP 2025
Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks
EMNLP 2025
PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages
ACL 2025
Robust Native Language Identification through Agentic Decomposition
EMNLP 2025
Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents
EMNLP 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection
SemEval 2025
An Analysis of BPE Vocabulary Trimming in Neural Machine Translation
NAACL 2024
Evaluating Automatic Metrics with Incremental Machine Translation Systems
EMNLP 2024
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models
NAACL 2024
Linear-time Minimum Bayes Risk Decoding with Reference Aggregation
ACL 2024
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding
EACL 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect
EACL 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning
EMNLP 2024
SwissSLi: The Multi-parallel Sign Language Corpus for Switzerland
COLING 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?
EMNLP 2024
A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography
EMNLP 2023
A Priority Map for Vision-and-Language Navigation With Trajectory Plans and Feature-Location Cues
WACV 2023
Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation
EACL 2023
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model
ACL 2023
Improving the Cross-Lingual Generalisation in Visual Question Answering
AAAI 2023
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
EACL 2023
Self-training Reduces Flicker in Retranslation-based Simultaneous Translation
EACL 2023
SLTUNET: A Simple Unified Model for Sign Language Translation
ICLR 2023
Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents
EMNLP 2023
Trained MT Metrics Learn to Cope with Machine-translated References
EMNLP 2023
Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models
ACL 2023
What’s the Meaning of Superhuman Performance in Today’s NLU?
ACL 2023
As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning
ACL 2022
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
NAACL 2022
Distributionally Robust Recurrent Decoders with Random Network Distillation
ACL 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET
AACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise
ACL 2022
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
EMNLP 2022
Revisiting End-to-End Speech-to-Text Translation From Scratch
ICML 2022
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
ACL 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps
ACL 2021
Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias
EMNLP 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021
ACL 2021
ELITR Multilingual Live Subtitling: Demo and Strategy
EACL 2021
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?
EMNLP 2021
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
EMNLP 2021
On Biasing Transformer Attention Towards Monotonicity
NAACL 2021
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models
ACL 2021
On the Limits of Minimal Pairs in Contrastive Evaluation
EMNLP 2021
Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation
ICLR 2021
Sparse Attention with Linear Units
EMNLP 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
ACL 2021
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models
EMNLP 2021
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution
EMNLP 2021
Adaptive Feature Selection for End-to-End Speech Translation
EMNLP 2020
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks
EMNLP 2020
Fast Interleaved Bidirectional Sequence Generation
EMNLP 2020
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
ACL 2020
In Neural Machine Translation, What Does Transfer Learning Transfer?
ACL 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
ACL 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation
EMNLP 2020
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation
EMNLP 2020
Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English
COLING 2020
Zero-Shot Crosslingual Sentence Simplification
EMNLP 2020
A Lightweight Recurrent Network for Sequence Modeling
ACL 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
ACL 2019
Context-Aware Monolingual Repair for Neural Machine Translation
EMNLP 2019
Encoders Help You Disambiguate Word Senses in Neural Machine Translation
EMNLP 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
EMNLP 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study
ACL 2019
Root Mean Square Layer Normalization
NeurIPS 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
EMNLP 2019
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
ACL 2019
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
ACL 2019
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP 2018
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
EMNLP 2018
Context-Aware Neural Machine Translation Learns Anaphora Resolution
ACL 2018
Evaluating Discourse Phenomena in Neural Machine Translation
NAACL 2018
Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation
EMNLP 2018
Samsung and University of Edinburgh’s System for the IWSLT 2018 Low Resource MT Task
EMNLP 2018
Sentence Compression for Arbitrary Languages via Multilingual Pivoting
EMNLP 2018
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
EMNLP 2018
The Word Sense Disambiguation Test Suite at WMT18
EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
EMNLP 2018
A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation
IJCNLP 2017
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
EACL 2017
Image Pivoting for Learning Multilingual Multimodal Representations
EMNLP 2017
Nematus: a Toolkit for Neural Machine Translation
EACL 2017
Paraphrasing Revisited with Neural Machine Translation
EACL 2017
Practical Neural Machine Translation
EACL 2017
Regularization techniques for fine-tuning in neural machine translation
EMNLP 2017
The SUMMA Platform Prototype
EACL 2017
Controlling Politeness in Neural Machine Translation via Side Constraints
NAACL 2016
Improving Neural Machine Translation Models with Monolingual Data
ACL 2016
Neural Machine Translation of Rare Words with Subword Units
ACL 2016
A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
EMNLP 2015
A Multi-Domain Translation Model Framework for Statistical Machine Translation
ACL 2013
Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine Translation
EACL 2012