Dan Roth
~Dan_Roth3
19
论文总数
9.5
年均投稿
平均评分
接收情况12/19
会议分布
ICLR
11
NeurIPS
3
COLM
3
ICML
2
发表论文 (19 篇)
202513 篇
4
Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies
NeurIPS 2025Poster
4
On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning
ICLR 2025Rejected
3
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
ICLR 2025Oral
4
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
ICML 2025Poster
4
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation
ICLR 2025Rejected
4
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline
COLM 2025Poster
4
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
ICLR 2025Poster
4
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
ICML 2025Poster
5
Model Tells Itself Where to Attend: Steerable Prompting for Reliable Reading Comprehension of LLM
ICLR 2025withdrawn
4
Aligning to Constraints for Data-Efficient Language Model Customization
ICLR 2025withdrawn
3
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
COLM 2025Poster
4
DiverseAgentEntropy: Quantifying Black-Box LLM Uncertainty through Diverse Perspectives and Multi-Agent Interaction
ICLR 2025Rejected
5
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025Poster
20246 篇
4
SocREval: LLMs with the Socratic Method for Reference-free Reasoning Evaluation
ICLR 2024withdrawn
4
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
NeurIPS 2024Poster
4
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks
ICLR 2024withdrawn
4
Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?
COLM 2024Poster
4
CODE REPRESENTATION LEARNING AT SCALE
ICLR 2024Poster
4
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NeurIPS 2024Poster