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Dan Roth — most-cited papers & profile · Large Language Models
← authors
·
overview
Dan Roth
21
papers ·
37
citations
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Semantic Scholar ↗
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Most-cited papers
BLINK: Multimodal Large Language Models Can See but Not Perceive
2024 · 32 citations
Enhancing Temporal Understanding in LLMs for Semi-structured Tables
2024 · 2 citations
PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
2026
Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say "I Don't Know"
2026
ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering
2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications
2025
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
2025
Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs
2025
Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks
2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables
2025
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
2025
DeAL: Decoding-time Alignment for Large Language Models
2024
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
2024
Top co-authors
Xingyu Fu
· 4
Vivek Gupta
· 3
James Y. Huang
· 2
Pan Lu
· 2
Sujith Ravi
· 2
Tao Sheng
· 2
Afshin Oroojlooy
· 1
Alan Ritter
· 1
Amit Agarwal
· 1
Ankita Anand
· 1
Arshit Gupta
· 1
Bangzheng Li
· 1
Topics
Evaluation
Fine-Tuning
Training Techniques
RAG
Prompting
Safety & Alignment
Vision-Language
Efficiency
In-Context Learning
Reinforcement Learning