Sercan O Arik
~Sercan_O_Arik1
25
论文总数
12.5
年均投稿
平均评分
接收情况15/25
会议分布
ICLR
17
NeurIPS
3
ICML
3
COLM
2
发表论文 (25 篇)
202518 篇
5
Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation
ICLR 2025Rejected
4
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
ICLR 2025Poster
3
Retrieval Augmented Time Series Forecasting
ICLR 2025Rejected
3
Retrieval Augmented Time Series Forecasting
ICML 2025Poster
4
LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks
ICLR 2025withdrawn
4
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
ICLR 2025Poster
4
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
ICLR 2025Poster
4
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
NeurIPS 2025Poster
4
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
ICLR 2025withdrawn
4
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
ICLR 2025Poster
4
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
COLM 2025Poster
3
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
ICLR 2025Rejected
4
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
ICLR 2025Poster
4
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
ICML 2025Rejected
4
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
COLM 2025Poster
4
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
ICML 2025Poster
4
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
ICLR 2025Poster
5
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
ICLR 2025Spotlight
20247 篇
3
Search-Adaptor: Text Embedding Customization for Information Retrieval
ICLR 2024Rejected
3
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
ICLR 2024Poster
3
SCOT: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
ICLR 2024Rejected
6
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
NeurIPS 2024Poster
4
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
ICLR 2024Rejected
4
ASPEST: Bridging the Gap Between Active Learning and Selective Prediction
ICLR 2024withdrawn
4
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
NeurIPS 2024Poster