Oleg Rokhlenko
30 papers · 2013–2026 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(24)
Artificial Intelligence
(14)
Applications Β· Natural Language Processing
(13)
Core AI
(13)
Generation
(12)
Machine Learning
(11)
Learning Types
(7)
Resources & Methods
(7)
Understanding
(7)
Deep Learning
(6)
Core Methods
(5)
Application Areas
(4)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Applications Β· Data Science & Analytics
(2)
Keywords
named entity recognition
(7)
voice assistant
(5)
unsupervised learning
(3)
transformer model
(3)
information retrieval
(3)
multilingual nlp
(3)
large language model
(3)
dialogue system
(3)
question rewriting
(3)
intent classification
(3)
conversational assistant
(3)
conversational agent
(2)
domain adaptation
(2)
reinforcement learning
(2)
knowledge distillation
(2)
mixture of expert
(2)
query understanding
(2)
question answering
(2)
model compression
(2)
conversational search
(2)
Papers
Align to Structure: Aligning Large Language Models with Structural Information
AAAI 2026
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching
ACL 2025
Collecting High-quality Multi-modal Conversational Search Data for E-Commerce
ACL 2024
Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations
NAACL 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
COLING 2024
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces
NAACL 2024
Answering Unanswered Questions through Semantic Reformulations in Spoken QA
ACL 2023
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants
Interspeech 2023
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems
EACL 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training
ACL 2023
Follow-on Question Suggestion via Voice Hints for Voice Assistants
EMNLP 2023
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search
ACL 2023
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization
EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition
EMNLP 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)
SemEval 2023
CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting
EMNLP 2022
Distilling Multilingual Transformers into CNNs for Scalable Intent Classification
EMNLP 2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition
NAACL 2022
Fact Checking Machine Generated Text with Dependency Trees
EMNLP 2022
MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition
COLING 2022
Reinforced Question Rewriting for Conversational Question Answering
EMNLP 2022
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER)
SemEval 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings
COLING 2022
Continual Learning for Named Entity Recognition
AAAI 2021
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input
NAACL 2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement
EACL 2021
You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions
NAACL 2021
Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper
EMNLP 2018
Generating Synthetic Comparable Questions for News Articles
ACL 2013