← Authors

Zohar Karnin

24 papers · 2012–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌱 Topic Pioneer πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (120) πŸš€ Conference Pioneer πŸ’Ž Century Club (24) πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter ⚑ Prolific Year (5)

Conferences

COLT (5) ICML (5) ACL (4) EMNLP (4) NIPS (2) AACL (1) EACL (1) IJCNLP (1) JMLR (1)

Top co-authors

Elad Hazan (4) Simone Filice (4) Ashish Khetan (4) Liane Lewin-Eytan (4) Guy Horowitz (3) Elad Haramaty (3) Edo Liberty (3) Sofia Tolmach (2) Chen Amiraz (2) Vivek Madan (2)

Keywords

question answering (4) regret bound (4) retrieval-augmented generation (4) language model (3) model compression (2) online learning (2) synthetic data generation (2) active learning (2) multi-armed bandit (2) synthetic datum (2) sample complexity (2) convex optimization (2) experiment design (2) text classification (2) dueling bandit (2) principal component analysis (1) representation learning (1) anomaly detection (1) dimensionality reduction (1) domain adaptation (1)

Papers

The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025
The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora EMNLP 2025
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering AACL 2025
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024
Representation Projection Invariance Mitigates Representation Collapse EMNLP 2023
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
GANMEX: One-vs-One Attributions using GAN-based Model Explainability ICML 2021
schuBERT: Optimizing Elements of BERT ACL 2020
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits NIPS 2020
Discrepancy, Coresets, and Sketches in Machine Learning COLT 2019
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP ICML 2017
Volumetric Spanners: An Efficient Exploration Basis for Learning JMLR 2016
Instance-dependent Regret Bounds for Dueling Bandits COLT 2016
Online PCA with Spectral Bounds COLT 2015
Reducing Dueling Bandits to Cardinal Bandits ICML 2014
Hard-Margin Active Linear Regression ICML 2014
Volumetric Spanners: an Efficient Exploration Basis for Learning COLT 2014
Almost Optimal Exploration in Multi-Armed Bandits ICML 2013
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem COLT 2012
A Polylog Pivot Steps Simplex Algorithm for Classification NIPS 2012