Vladimir Karpukhin
12 papers · 2019–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🏆
Keyword Champion
📈
Trend Setter
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(55)
Venues
Top co-authors
Research topics
Natural Language Processing
(11)
Applications · Natural Language Processing
(10)
Deep Learning
(6)
Machine Learning
(6)
Artificial Intelligence
(5)
Learning Types · Deep Learning
(5)
Application Areas
(3)
Core AI
(3)
Core Methods
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Keywords
open-domain question answering
(4)
information retrieval
(3)
dense retrieval
(2)
fact checking
(2)
knowledge-intensive task
(2)
large language model
(2)
question answering
(2)
seq2seq model
(2)
domain adaptation
(2)
entity linking
(1)
conditional generation
(1)
passage retrieval
(1)
model merging
(1)
document retrieval
(1)
fact verification
(1)
few-shot learning
(1)
cross-entropy loss
(1)
text generation
(1)
multi-task model
(1)
text retrieval
(1)
Papers
Arcee’s MergeKit: A Toolkit for Merging Large Language Models
EMNLP 2024
Nonparametric Decoding for Generative Retrieval
ACL 2023
Discourse-Aware Soft Prompting for Text Generation
EMNLP 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
NAACL 2022
Joint Verification and Reranking for Open Fact Checking Over Tables
ACL 2021
KILT: a Benchmark for Knowledge Intensive Language Tasks
NAACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
ACL 2021
Aligned Cross Entropy for Non-Autoregressive Machine Translation
ICML 2020
Dense Passage Retrieval for Open-Domain Question Answering
EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
NeurIPS 2020
Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
EMNLP 2019