Tomer Wolfson
Scholar

Tomer Wolfson

Google Scholar ID: 6jFwxg4AAAAJ
University of Pennsylvania
Natural Language ProcessingData Management
Citations & Impact
All-time
Citations
797
 
H-index
8
 
i10-index
8
 
Publications
13
 
Co-authors
21
list available
Resume (English only)
Academic Achievements
  • MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents. TACL 2025
  • EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline. COLM 2025
  • Generating Tables from the Parametric Knowledge of Language Models. NAACL 2025 (KnowledgeNLP Workshop)
  • LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration. EDBT 2025
  • Making Retrieval-Augmented Language Models Robust to Irrelevant Context. ICLR 2024
  • Answering Questions by Meta-Reasoning over Multiple Chains of Thought. EMNLP 2023
  • QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs. GEM Workshop @ EMNLP 2023
  • Weakly Supervised Text-to-SQL Parsing through Question Decomposition. NAACL 2022
  • Break, Perturb, Build: Automatic Perturbation of Reasoning Paths through Question Decomposition. TACL 2022 (presented at ACL 2022)
  • Obtaining Faithful Interpretations from Compositional Neural Networks. ACL 2020
  • Break It Down: A Question Understanding Benchmark. TACL 2020 (presented at ACL 2020)
Background
  • Postdoctoral Research Fellow at the University of Pennsylvania School of Engineering and Applied Science
  • Member of the Cognitive Computation Group led by Prof. Dan Roth
  • CHE Postdoctoral Fellow for AI and Data Science
  • Research focuses on the intersection of Data Management and Natural Language Processing
  • Develops algorithms capable of understanding complex questions requiring reasoning over hundreds of documents