Valentin Malykh
18 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Papers
Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling
EACL 2026
DRAGOn: Designing RAG On Periodically Updated Corpus
EACL 2026
Fine-Grained Semantic Comparison of Legal Documents using LLMs
ACL 2026
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search
NAACL 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair
NAACL 2025
StRuCom: A Novel Dataset of Structured Code Comments in Russian
ACL 2025
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks
EMNLP 2025
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets
COLING 2024
A System for Answering Simple Questions in Multiple Languages
ACL 2023
Ask Me Anything in Your Native Language
NAACL 2022
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
AAAI 2022
Findings of the LoResMT 2020 Shared Task on Zero-Shot for Low-Resource languages
AACL 2020
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark
EMNLP 2020
SumTitles: a Summarization Dataset with Low Extractiveness
COLING 2020
AspeRa: Aspect-Based Rating Prediction Based on User Reviews
ACL 2019
Robust to Noise Models in Natural Language Processing Tasks
ACL 2019
DeepPavlov: Open-Source Library for Dialogue Systems
ACL 2018
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts
EMNLP 2018