Barlas Oguz
30 papers · 2016–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(9)
🤝
Dynamic Duo
(12)
👥
Mega-Team
(21)
🔬
Deep Specialist
(11)
💎
Century Club
(30)
🚀
Conference Pioneer
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(126)
🔥
Unstoppable
(6)
❓
The Questioner
Conferences
ACL (10)
NAACL (6)
EMNLP (5)
ICLR (2)
IJCNLP (2)
NIPS (2)
CVPR (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
dense retrieval
(9)
large language model
(5)
information retrieval
(5)
knowledge distillation
(5)
question answering
(5)
contrastive learning
(4)
open-domain question answering
(4)
model compression
(4)
domain adaptation
(3)
neural retrieval
(3)
sparse retrieval
(3)
instruction tuning
(2)
multimodal learning
(2)
passage retrieval
(2)
weight quantization
(2)
model quantization
(2)
fact verification
(2)
few-shot learning
(2)
text generation
(2)
multilingual nlp
(2)
Papers
Memory Layers at Scale
ICML 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
ACL 2025
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
ACL 2024
FLAME : Factuality-Aware Alignment for Large Language Models
NIPS 2024
Effective Long-Context Scaling of Foundation Models
NAACL 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
ACL 2024
Jointly Training Large Autoregressive Multimodal Models
ICLR 2024
Hierarchical Video-Moment Retrieval and Step-Captioning
CVPR 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval
EMNLP 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
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
ACL 2023
Text-guided 3D Human Generation from 2D Collections
EMNLP 2023
Bridging the Training-Inference Gap for Dense Phrase Retrieval
EMNLP 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
EMNLP 2022
BiT: Robustly Binarized Multi-distilled Transformer
NIPS 2022
Simple Local Attentions Remain Competitive for Long-Context Tasks
NAACL 2022
Boosted Dense Retriever
NAACL 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
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
NAACL 2022
Joint Verification and Reranking for Open Fact Checking Over Tables
ACL 2021
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
IJCNLP 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks
ACL 2021
Joint Verification and Reranking for Open Fact Checking Over Tables
IJCNLP 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering
ACL 2020
Dense Passage Retrieval for Open-Domain Question Answering
EMNLP 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