Barlas Oguz
28 papers · 2016–2025 · 8 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
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πΊοΈ Taxonomy Completionist (56) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Mega-Team Β· Squad
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Deep Specialist
(10)
π§
Keyword Pioneer
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Dynamic Duo
(12)
π
Conference Pioneer
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Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(134)
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Research topics
Natural Language Processing
(21)
Machine Learning
(18)
Applications
(18)
Deep Learning
(17)
Learning Types
(14)
Artificial Intelligence
(12)
Application Areas
(11)
Core AI
(10)
Core Methods
(7)
Resources & Methods
(7)
Architectures
(5)
Optimization & Theory Β· Machine Learning
(5)
Optimization & Theory Β· Deep Learning
(5)
Computer Science
(4)
Data Science & Analytics
(4)
Keywords
dense retrieval
(10)
large language model
(6)
question answering
(5)
knowledge distillation
(5)
information retrieval
(5)
open-domain question answering
(4)
contrastive learning
(4)
model compression
(4)
instruction tuning
(3)
sparse retrieval
(3)
text generation
(3)
weight quantization
(2)
neural retrieval
(2)
domain adaptation
(2)
image generation
(2)
model quantization
(2)
multimodal learning
(2)
cross-lingual transfer
(2)
multilingual nlp
(2)
machine translation
(2)
Papers
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
ACL 2025
Memory Layers at Scale
ICML 2025
Effective Long-Context Scaling of Foundation Models
NAACL 2024
FLAME : Factuality-Aware Alignment for Large Language Models
NeurIPS 2024
Jointly Training Large Autoregressive Multimodal Models
ICLR 2024
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
ACL 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
ACL 2024
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
ACL 2023
Binary and Ternary Natural Language Generation
ACL 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
ACL 2023
Hierarchical Video-Moment Retrieval and Step-Captioning
CVPR 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval
EMNLP 2023
Text-guided 3D Human Generation from 2D Collections
EMNLP 2023
BiT: Robustly Binarized Multi-distilled Transformer
NeurIPS 2022
Boosted Dense Retriever
NAACL 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval
EMNLP 2022
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
EMNLP 2022
Simple Local Attentions Remain Competitive for Long-Context Tasks
NAACL 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
NAACL 2022
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
Joint Verification and Reranking for Open Fact Checking Over Tables
ACL 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
ACL 2021
Dense Passage Retrieval for Open-Domain Question Answering
EMNLP 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering
ACL 2020
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification
ACL 2018
Entropy Based Pruning for Non-Negative Matrix Based Language Models with Contextual Features
Interspeech 2016