← Authors

Helmut Schmid

48 papers · 2000–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸƒ Academic Marathon (25) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (57) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐺 Lone Wolf (6) 🀝 Dynamic Duo (12) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (46) πŸš€ Conference Pioneer ⚑ Prolific Year (8) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (101)

Conferences

ACL (18) COLING (10) EMNLP (8) EACL (3) IJCNLP (3) AACL (2) NAACL (2) AISTATS (1) CONLL (1)

Top co-authors

Ercong Nie (13) Alexander Fraser (12) Hinrich Schuetze (12) Shuzhou Yuan (6) Michael FΓ€rber (6) Nadir Durrani (6) Hinrich SchΓΌtze (5) RichΓ‘rd Farkas (5) Hassan Sajjad (5) Bolei Ma (3)

Keywords

large language model (9) zero-shot learning (6) low-resource language (4) sequence labeling (3) few-shot learning (3) in-context learning (2) minimal pair (2) parallel dataset (2) multilingual language model (2) hate speech detection (2) text detoxification (2) machine translation (2) prompt tuning (2) cross-lingual transfer (2) part-of-speech tagging (2) retrieval augmented generation (2) text style transfer (2) retrieval-augmented generation (2) multilingual model (2) multilingual benchmark (2)

Papers

Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification AACL 2025
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification IJCNLP 2025
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models AACL 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025
EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence ACL 2025
Language Model Re-rankers are Fooled by Lexical Similarities ACL 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models IJCNLP 2025
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks EACL 2024
CUTE: Measuring LLMs’ Understanding of Their Tokens EMNLP 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
Why don’t people use character-level machine translation? ACL 2022
The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task EMNLP 2020
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification COLING 2020
Dependency parsing with latent refinements of part-of-speech tags EMNLP 2014
Investigating the Usefulness of Generalized Word Representations in SMT COLING 2014
Can Markov Models Over Minimal Translation Units Help Phrase-Based SMT? ACL 2013
Model With Minimal Translation Units, But Decode With Phrases NAACL 2013
Efficient Higher-Order CRFs for Morphological Tagging EMNLP 2013
Forest Reranking through Subtree Ranking EMNLP 2012
A Comparative Investigation of Morphological Language Modeling for the Languages of the European Union NAACL 2012
A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining ACL 2012
Data-driven Dependency Parsing With Empty Heads COLING 2012
Forest Reranking through Subtree Ranking CONLL 2012
Dependency Parsing of Hungarian: Baseline Results and Challenges EACL 2012
A Joint Sequence Translation Model with Integrated Reordering ACL 2011
An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignment ACL 2011
Comparing Two Techniques for Learning Transliteration Models Using a Parallel Corpus IJCNLP 2011
Hindi-to-Urdu Machine Translation through Transliteration ACL 2010
Tagging Urdu Text with Parts of Speech: A Tagger Comparison EACL 2009
Estimation of Conditional Probabilities With Decision Trees and an Application to Fine-Grained POS Tagging COLING 2008
Combining EM Training and the MDL Principle for an Automatic Verb Classification Incorporating Selectional Preferences ACL 2008
Phonological Constraints and Morphological Preprocessing for Grapheme-to-Phoneme Conversion ACL 2007
Trace Prediction and Recovery with Unlexicalized PCFGs and Slash Features ACL 2006
Trace Prediction and Recovery with Unlexicalized PCFGs and Slash Features COLING 2006
Disambiguation of Morphological Structure using a PCFG EMNLP 2005
Efficient Parsing of Highly Ambiguous Context-Free Grammars with Bit Vectors COLING 2004
New Statistical Methods for Phrase Break Prediction COLING 2004
Lexicalization of Probabilistic Grammars COLING 2002
A Generative Probability Model for Unification-Based Grammars COLING 2002
Parse Forest Computation of Expected Governors ACL 2001
Robust German Noun Chunking With a Probabilistic Context-Free Grammar COLING 2000