Sercan O Arik
18 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) π Renaissance Researcher (6)
π
Conference Polyglot
(4)
π
Century Club
(18)
β‘
Prolific Year
(14)
Conferences
ICLR (9)
ACL (3)
EMNLP (3)
ICML (3)
Top co-authors
Keywords
large language model
(4)
retrieval-augmented generation
(2)
unsupervised learning
(2)
multi-task learning
(1)
question answering
(1)
prompt engineering
(1)
information retrieval
(1)
test-time adaptation
(1)
computational efficiency
(1)
time series forecasting
(1)
synthetic datum
(1)
prompt optimization
(1)
test-time optimization
(1)
embedding dimension
(1)
latent space alignment
(1)
conversational assistant
(1)
external knowledge
(1)
zero-shot retrieval
(1)
knowledge conflict
(1)
internal knowledge
(1)
Papers
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
ICML 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
ACL 2025
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
ACL 2025
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
ICLR 2025
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
ICLR 2025
Retrieval Augmented Time Series Forecasting
ICML 2025
Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation
ACL 2025
SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data
EMNLP 2025
FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series
EMNLP 2025
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
ICLR 2025
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
ICLR 2025
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
ICLR 2025
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
ICLR 2025
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
ICLR 2025
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions
EMNLP 2024
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
ICLR 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
ICML 2024
Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts
ICLR 2023