DSML Kazakhstan LogoDSMLKZ
Researchers

Valentin Malykh

AI researcher working on LLMs and agents

International IT UniversityMoscow, Russia

Valentin MalykhGoogle ScholarOpenAlexORCID
publications
131
citations
1,229
h-index
15
Publications per year
1
0
0
1
1
1
1
9
11
10
9
12
11
11
30
22
20112026

Publications131

  1. The Second Conversational Intelligence Challenge (ConvAI2)

    Book chapter · The Springer series on challenges in machine learning · PDF

    3482019

  2. DeepPavlov: Open-Source Library for Dialogue Systems

    Talk · PDF

    1592018

  3. Medical concept normalization in social media posts with recurrent neural networks

    Article · Journal of Biomedical Informatics · PDF

    972018

  4. RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark

    Talk · Conference on Empirical Methods in Natural Language Processing · PDF

    572020

  5. The First Conversational Intelligence Challenge

    Book chapter · The Springer series on challenges in machine learning

    462018

  6. The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews

    Article · Bioinformatics · PDF

    452020

  7. Self-attentive Model for Headline Generation

    Talk · Lecture notes in computer science

    452019

  8. ConvAI Dataset of Topic-Oriented Human-to-Chatbot Dialogues

    Book chapter · The Springer series on challenges in machine learning

    232018

  9. Two-Staged Self-Attention Based Neural Model For Lung Cancer Recognition

    Talk

    222020

  10. One-Staged Attention-Based Neoplasms Recognition Method for Single-Channel Monochrome Computer Tomography Snapshots

    Article · Pattern Recognition and Image Analysis

    212022

  11. One-Stage Classifiers Based on U-Net and Autoencoder with Attention for Recognition of Neoplasms from Single-Channel Monochrome Computed Tomography Images

    Article · Pattern Recognition and Image Analysis

    192023

  12. Segmentation of the Iris and Pupil of the Human Eye in Images from an Infrared Camera

    Article · Pattern Recognition and Image Analysis

    172024

  13. Predictors Based on Convolutional Neural Networks for the Movement Strategy of Trainable Agents for Building Customized Image Descriptors

    Article · Pattern Recognition and Image Analysis

    172023

  14. DetIE: Multilingual Open Information Extraction Inspired by Object Detection

    Talk · Proceedings of the AAAI Conference on Artificial Intelligence · Open access

    172022

  15. Robust Word Vectors: Context-Informed Embeddings for Noisy Texts

    Talk · PDF

    172018

  16. A Model Based on Universal Filters for Image Color Correction

    Article · Pattern Recognition and Image Analysis

    152024

  17. Findings of the LoResMT 2020 Shared Task on Zero-Shot for Low-Resource languages

    Talk · PDF

    152020

  18. Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots

    Talk · Lecture notes in computer science

    132023

  19. Specialized Image Descriptors for Signboard Photographs Classification

    Talk · Communications in computer and information science

    132020

  20. Combined Advertising Sign Classifier

    Talk · Lecture notes in computer science

    132019

  21. RuSimpleSentEval-2021 Shared Task: Evaluating Sentence Simplification for Russian

    Talk · Computational Linguistics and Intellectual Technologies · PDF

    122021

  22. Ensemble-Based Commercial Buildings Facades Photographs Classifier

    Talk · Lecture notes in computer science

    112021

  23. The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs

    Talk · Lecture notes in computer science

    102023

  24. Trainable Agents Movement Strategies for Advertising Sign Visual Descriptors

    Article · Pattern Recognition and Image Analysis

    102022