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09/19/2023
A Family of Pretrained Transformer Language Models for Russian
Nowadays, Transformer language models (LMs) represent a fundamental comp...
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10/23/2022
RuCoLA: Russian Corpus of Linguistic Acceptability
Linguistic acceptability (LA) attracts the attention of the research com...
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10/23/2022
TAPE: Assessing Few-shot Russian Language Understanding
Recent advances in zero-shot and few-shot learning have shown promise fo...
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10/11/2022
Vote'n'Rank: Revision of Benchmarking with Social Choice Theory
The development of state-of-the-art systems in different applied areas o...
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06/03/2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian
We present the shared task on artificial text detection in Russian, whic...
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05/19/2022
Acceptability Judgements via Examining the Topology of Attention Maps
The role of the attention mechanism in encoding linguistic knowledge has...
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04/15/2022
mGPT: Few-Shot Learners Go Multilingual
Recent studies report that autoregressive language models can successful...
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02/15/2022
Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models
In the last year, new neural architectures and multilingual pre-trained ...
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09/28/2021
Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations
Recent research has adopted a new experimental field centered around the...
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09/10/2021
Artificial Text Detection via Examining the Topology of Attention Maps
The impressive capabilities of recent generative models to create texts ...
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04/29/2021
MOROCCO: Model Resource Comparison Framework
The new generation of pre-trained NLP models push the SOTA to the new li...
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04/26/2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers
The outstanding performance of transformer-based language models on a gr...
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02/28/2021
RuSentEval: Linguistic Source, Encoder Force!
The success of pre-trained transformer language models has brought a gre...
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11/24/2020
Domain-Transferable Method for Named Entity Recognition Task
Named Entity Recognition (NER) is a fundamental task in the fields of na...
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10/29/2020