Robert Litschko
18 papers · 2019–2025 · 6 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (39) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
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Dynamic Duo
(11)
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Prolific Year · Productive
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The Questioner
(3)
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Century Club · Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(14)
Resources & Methods
(12)
Machine Learning
(11)
Applications
(9)
Artificial Intelligence
(8)
Learning Types · Machine Learning
(8)
Core AI
(7)
Application Areas
(5)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms
(2)
Interdisciplinary
(1)
Generation
(1)
Linguistics
(1)
Keywords
large language model
(7)
cross-lingual transfer
(4)
information retrieval
(3)
cross-lingual retrieval
(3)
multilingual retrieval
(2)
data augmentation
(2)
lexical semantics
(2)
language transfer
(2)
zero-shot learning
(2)
few-shot learning
(2)
domain adaptation
(1)
multilingual nlp
(1)
transfer learning
(1)
contrastive learning
(1)
natural language inference
(1)
text annotation
(1)
machine translation
(1)
abusive language detection
(1)
knowledge distillation
(1)
model evaluation
(1)
Papers
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages
COLING 2025
Evaluating Large Language Models for Cross-Lingual Retrieval
EMNLP 2025
Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora
EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers
EMNLP 2025
Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets
EACL 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness
SemEval 2024
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
EMNLP 2024
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
EMNLP 2024
A General-Purpose Multilingual Document Encoder
EMNLP 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data
ACL 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
EMNLP 2023
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection
EMNLP 2023
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
COLING 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
NAACL 2022
Probing Pretrained Language Models for Lexical Semantics
EMNLP 2020
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers
COLING 2020
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions
ACL 2019