Robert Litschko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Multilingual Retrieval

Source Language

Risk Minimization

Top Venues

Publications

Shijia Zhou, Huangyan Shan, Barbara Plank, Robert Litschko
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness. CoRR (2024)
Kassem Sabeh, Robert Litschko, Mouna Kacimi, Barbara Plank, Johann Gamper
An Empirical Comparison of Generative Approaches for Product Attribute-Value Identification. CoRR (2024)
Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? CoRR (2024)
Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank
Behavioral Testing: Can Large Language Models Implicitly Resolve Ambiguous Entities? CoRR (2024)
Gretel Liz De la Peña Sarracén, Paolo Rosso, Robert Litschko, Goran Glavas, Simone Paolo Ponzetto
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection. CoRR (2023)
Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber, Barbara Plank
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation. CoRR (2023)
Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber-Genzel, Barbara Plank
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation. EMNLP (2023)
Robert Litschko, Ekaterina Artemova, Barbara Plank
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data. ACL (Findings) (2023)
Onur Galoglu, Robert Litschko, Goran Glavas
A General-Purpose Multilingual Document Encoder. CoRR (2023)
Leon Weber-Genzel, Robert Litschko, Ekaterina Artemova, Barbara Plank
Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets? CoRR (2023)
Gretel Liz De la Peña Sarracén, Paolo Rosso, Robert Litschko, Goran Glavas, Simone Paolo Ponzetto
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection. EMNLP (2023)
Robert Litschko, Ekaterina Artemova, Barbara Plank
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data. CoRR (2023)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
On cross-lingual retrieval with multilingual text encoders. Inf. Retr. J. 25 (2) (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING (2022)
Chia-Chien Hung, Tommaso Green, Robert Litschko, Tornike Tsereteli, Sotaro Takeshita, Marco Bombieri, Goran Glavas, Simone Paolo Ponzetto
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System. CoRR (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR (2022)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
On Cross-Lingual Retrieval with Multilingual Text Encoders. CoRR (2021)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. CoRR (2021)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. ECIR (1) (2021)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) (2020)
Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. CoRR (2020)
Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. COLING (2020)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. CoRR (2020)
Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. CoRR (2019)
Robert Litschko, Goran Glavas, Ivan Vulic, Laura Dietz
Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval. SIGIR (2019)
Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. ACL (1) (2019)
Robert Litschko, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only. CoRR (2018)
Robert Litschko, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic
Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only. SIGIR (2018)
Robert Litschko, Federico Nanni, Goran Glavas
Trec-CAR 2018: A Simple Unsupervised Semantic Query Expansion Model. TREC (2018)