Sercan Arik
15 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12)
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Conference Polyglot
(6)
π
Academic Marathon
(7)
πΊοΈ
Taxonomy Completionist
(36)
π€
Dynamic Duo
(12)
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Triple Crown
π§¬
Topic Evolution
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Century Club
(15)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(67)
π
Trend Setter
Conferences
NIPS (6)
ACL (3)
EMNLP (3)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
large language model
(6)
in-context learning
(3)
zero-shot learning
(2)
representation learning
(2)
neural network
(2)
domain adaptation
(1)
concept-based explanation
(1)
reinforcement learning
(1)
speaker embedding
(1)
speech synthesis
(1)
question answering
(1)
prompt engineering
(1)
text generation
(1)
information retrieval
(1)
data valuation
(1)
self-supervised learning
(1)
test-time adaptation
(1)
sql generation
(1)
semantic search
(1)
uncertainty quantification
(1)
Papers
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
NAACL 2024
Search-Adaptor: Embedding Customization for Information Retrieval
ACL 2024
TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents
ACL 2024
Universal Self-Adaptive Prompting
EMNLP 2023
SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data
EMNLP 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting
ACL 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs
EMNLP 2023
Self-Supervised Learning with an Information Maximization Criterion
NIPS 2022
Controlling Neural Networks with Rule Representations
NIPS 2021
Interpretable Sequence Learning for Covid-19 Forecasting
NIPS 2020
Data Valuation using Reinforcement Learning
ICML 2020
Distance-Based Learning from Errors for Confidence Calibration
ICLR 2020
On Completeness-aware Concept-Based Explanations in Deep Neural Networks
NIPS 2020
Neural Voice Cloning with a Few Samples
NIPS 2018
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
NIPS 2017