Felix Hieber
10 papers · 2013–2026 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
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The Questioner
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Century Club · Bronze
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Research topics
Natural Language Processing
(6)
Applications
(6)
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
neural machine translation
(4)
multi-task learning
(1)
multilingual retrieval
(1)
language modeling
(1)
document-level translation
(1)
literary translation
(1)
iterative refinement
(1)
benchmark dataset
(1)
influence function
(1)
retrieval-augmented generation
(1)
constrained decoding
(1)
inference latency
(1)
elastic weight consolidation
(1)
data filtering
(1)
external knowledge
(1)
vocabulary selection
(1)
monolingual data
(1)
cross-lingual retrieval
(1)
idiomatic expression
(1)
translation refinement
(1)
Papers
What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation
ACL 2026
XRAG: Cross-lingual Retrieval-Augmented Generation
EMNLP 2025
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation
EMNLP 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation
NAACL 2022
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation
EMNLP 2021
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning
EMNLP 2017
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval
NAACL 2015
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval
ACL 2014
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings
EMNLP 2013
Task Alternation in Parallel Sentence Retrieval for Twitter Translation
ACL 2013