Vladimir Karpukhin
14 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (33)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(6)
π±
Topic Pioneer
π
Century Club
(14)
β‘
Prolific Year
(5)
π
Trend Setter
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(58)
Conferences
EMNLP (4)
ACL (3)
NAACL (3)
IJCNLP (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
open-domain question answering
(5)
domain adaptation
(3)
information retrieval
(3)
question answering
(2)
neural retrieval
(2)
dense retrieval
(2)
evidence fusion
(2)
multi-task learning
(2)
seq2seq model
(2)
knowledge-intensive task
(2)
fact verification
(2)
fact checking
(2)
few-shot learning
(2)
large language model
(2)
document retrieval
(1)
model merging
(1)
conditional generation
(1)
passage retrieval
(1)
entity linking
(1)
language generation
(1)
Papers
Arceeβs MergeKit: A Toolkit for Merging Large Language Models
EMNLP 2024
Nonparametric Decoding for Generative Retrieval
ACL 2023
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
NAACL 2022
Discourse-Aware Soft Prompting for Text Generation
EMNLP 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
Joint Verification and Reranking for Open Fact Checking Over Tables
IJCNLP 2021
KILT: a Benchmark for Knowledge Intensive Language Tasks
NAACL 2021
Joint Verification and Reranking for Open Fact Checking Over Tables
ACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
ACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
IJCNLP 2021
Dense Passage Retrieval for Open-Domain Question Answering
EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
NIPS 2020
Aligned Cross Entropy for Non-Autoregressive Machine Translation
ICML 2020
Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation
EMNLP 2019