Valentin Malykh
18 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(7)
🧬
Topic Evolution
👥
Mega-Team
(20)
🗃️
Keyword Collector
(82)
📈
Trend Setter
💎
Century Club
(15)
🔥
Unstoppable
(5)
🚀
Conference Pioneer
Conferences
ACL (6)
EMNLP (3)
NAACL (3)
COLING (2)
EACL (2)
AAAI (1)
AACL (1)
Top co-authors
Research topics
Keywords
large language model
(3)
question answering
(2)
synthetic data generation
(2)
zero-shot learning
(2)
named entity recognition
(2)
task-oriented dialogue
(2)
multilingual nlp
(2)
code search
(2)
knowledge graph
(2)
natural language inference
(1)
neural machine translation
(1)
machine translation
(1)
information retrieval
(1)
passage retrieval
(1)
domain adaptation
(1)
multilingual retrieval
(1)
object detection
(1)
code generation
(1)
multilingual code
(1)
knowledge graph question answering
(1)
Papers
Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling
EACL 2026
Fine-Grained Semantic Comparison of Legal Documents using LLMs
ACL 2026
DRAGOn: Designing RAG On Periodically Updated Corpus
EACL 2026
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks
EMNLP 2025
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search
NAACL 2025
StRuCom: A Novel Dataset of Structured Code Comments in Russian
ACL 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair
NAACL 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
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
AAAI 2022
Ask Me Anything in Your Native Language
NAACL 2022
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark
EMNLP 2020
Findings of the LoResMT 2020 Shared Task on Zero-Shot for Low-Resource languages
AACL 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