Scott Yih
14 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (43) 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 📈 Trend Setter
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Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
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Venues
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Research topics
Natural Language Processing
(10)
Deep Learning
(9)
Machine Learning
(8)
Applications · Natural Language Processing
(8)
Learning Types · Deep Learning
(6)
Resources & Methods
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Architectures
(4)
Generation
(4)
Models
(4)
Learning Types · Machine Learning
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Core AI
(2)
Keywords
question answering
(4)
dense retrieval
(3)
transfer learning
(2)
information retrieval
(2)
open-domain question answering
(2)
representation learning
(2)
passage retrieval
(2)
large language model
(2)
contrastive learning
(1)
domain adaptation
(1)
transformer architecture
(1)
model selection
(1)
ensemble learning
(1)
embedding learning
(1)
local attention
(1)
model quantization
(1)
knowledge distillation
(1)
fact verification
(1)
multilingual nlp
(1)
few-shot learning
(1)
Papers
Adapting Pretrained Text-to-Text Models for Long Text Sequences
EMNLP 2023
InCoder: A Generative Model for Code Infilling and Synthesis
ICLR 2023
Reimagining Retrieval Augmented Language Models for Answering Queries
ACL 2023
Autoregressive Search Engines: Generating Substrings as Document Identifiers
NeurIPS 2022
BiT: Robustly Binarized Multi-distilled Transformer
NeurIPS 2022
Boosted Dense Retriever
NAACL 2022
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 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
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
EMNLP 2021