Neel Guha
9 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Mega-Team
(40)
Conferences
NIPS (5)
ICML (3)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
weak supervision
(2)
prompt-based learning
(1)
responsible ai
(1)
natural language understanding
(1)
graphical model
(1)
bias mitigation
(1)
language model
(1)
noisy label
(1)
model routing
(1)
reasoning evaluation
(1)
few-shot classification
(1)
data filtering
(1)
legal text
(1)
legal reasoning
(1)
data programming
(1)
legal benchmark
(1)
label model
(1)
pretraining datum
(1)
prediction smoothing
(1)
Papers
An Architecture Search Framework for Inference-Time Techniques
ICML 2025
Smoothie: Label Free Language Model Routing
NIPS 2024
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
NIPS 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data
ICML 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
ICML 2024
Ask Me Anything: A simple strategy for prompting language models
ICLR 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
NIPS 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
NIPS 2023
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
NIPS 2022