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- Lomonosov Moscow State UniversityRU146 papers
- Yandex School of Data AnalysisRU143 papers
- Centre National de la Recherche ScientifiqueFR136 papers
- University of ZurichCH136 papers
- European Organization for Nuclear ResearchCH135 papers
- Imperial College LondonGB134 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR134 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT134 papers
- Laboratoire de Physique Nucléaire et de Hautes ÉnergiesFR134 papers
- École Polytechnique Fédérale de LausanneCH133 papers
- Institute for High Energy PhysicsES133 papers
- Institute for Nuclear ResearchRU133 papers
13 papers · 1 filter
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev +12
The rapid proliferation of large language models (LLMs) has stimulated researchers to seek effective and efficient approaches to deal with LLM hallucinations and low-quality output…
RuCoLA: Russian Corpus of Linguistic Acceptability
Vladislav Mikhailov, Tatiana Shamardina, Max Ryabinin +3
Linguistic acceptability (LA) attracts the attention of the research community due to its many uses, such as testing the grammatical knowledge of language models and filtering impl…
Fine-Tuning Transformers: Vocabulary Transfer
Vladislav Mosin, Igor Samenko, Alexey Tikhonov +2
Transformers are responsible for the vast majority of recent advances in natural language processing. The majority of practical natural language processing applications of these mo…
Do Data-based Curricula Work?
Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov
Current state-of-the-art NLP systems use large neural networks that require lots of computational resources for training. Inspired by human knowledge acquisition, researchers have…
StoryDB: Broad Multi-language Narrative Dataset
Alexey Tikhonov, Igor Samenko, Ivan P. Yamshchikov
This paper presents StoryDB - a broad multi-language dataset of narratives. StoryDB is a corpus of texts that includes stories in 42 different languages. Every language includes 50…
DYPLODOC: Dynamic Plots for Document Classification
Anastasia Malysheva, Alexey Tikhonov, Ivan P. Yamshchikov
Narrative generation and analysis are still on the fringe of modern natural language processing yet are crucial in a variety of applications. This paper proposes a feature extracti…