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Alexander Panchenko

Papers
28

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28papers

Authored papers

28

Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation

arXiv 2026

2026

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home

arXiv 2025

2025

LLM-Independent Adaptive RAG: Let the Question Speak for Itself

arXiv 2025

2025

Multimodal Evaluation of Russian-language Architectures

arXiv 2025

2025

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

arXiv 2025

2025

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA

arXiv 2025

2025

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs

arXiv 2025

2025

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

how-much-knowledge-can-you-pack-into-a-lora

2025

Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

arXiv 2025

2025

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators

arXiv 2025

2025

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images

arXiv 2025

2025

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts

arXiv 2025

2025

<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

arXiv 2025

2025

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

arXiv 2024

2024

TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks

arXiv 2024

2024

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph

arXiv 2024

2024

xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics

arXiv 2024

2024

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers

arXiv 2024

2024

Multilingual and Explainable Text Detoxification with Parallel Corpora

arXiv 2024

2024

SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection

arXiv 2024

2024

Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion

arXiv 2023

2023

Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models

arXiv 2022

2022

Studying the role of named entities for content preservation in text style transfer

arXiv 2022

2022

Methods for Detoxification of Texts for the Russian Language

arXiv 2021

2021

Text Detoxification using Large Pre-trained Neural Models

EMNLP 2021 11

2021

Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation

arXiv 2021

2021

Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings

every-child-should-have-parents-a-taxonomy-1

2019

Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction

watset-local-global-graph-clustering-with-1

2018

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10

from 28 papers