Neel Guha
9 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
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Research topics
Keywords
large language model
(4)
weak supervision
(3)
few-shot learning
(1)
question answering
(1)
multimodal learning
(1)
prompt-based learning
(1)
natural language understanding
(1)
model routing
(1)
feature attribution
(1)
responsible ai
(1)
graphical model
(1)
bias mitigation
(1)
language model
(1)
noisy label
(1)
classification
(1)
reasoning evaluation
(1)
pareto frontier
(1)
few-shot classification
(1)
data filtering
(1)
benchmark evaluation
(1)
Papers
An Architecture Search Framework for Inference-Time Techniques
ICML 2025
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
ICML 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data
ICML 2024
Smoothie: Label Free Language Model Routing
NeurIPS 2024
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
NeurIPS 2024
Ask Me Anything: A simple strategy for prompting language models
ICLR 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
NeurIPS 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
NeurIPS 2023
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
NeurIPS 2022