Huy Ngh
@hnghiem-ai.bsky.social
PhD student in NLP and ML @ University of Maryland, College Park.
Focus on interpretability, fairness and ethics of AI, causal inference .
Ex-graduate Intern at Capital One.
Focus on interpretability, fairness and ethics of AI, causal inference .
Ex-graduate Intern at Capital One.
How do AI models reason in high-stakes decisions like college admissions? We that Large Language Models can display equity-oriented patterns—but also volatile reasoning that underscores the need for transparency, fairness, and accountability ?
(1/n) Link: arxiv.org/abs/2509.16400
(1/n) Link: arxiv.org/abs/2509.16400
'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
Large Language Models (LLMs) are increasingly involved in high-stakes domains, yet how they reason about socially sensitive decisions remains underexplored. We present a large-scale audit of LLMs' tre...
arxiv.org
September 23, 2025 at 6:07 PM
How do AI models reason in high-stakes decisions like college admissions? We that Large Language Models can display equity-oriented patterns—but also volatile reasoning that underscores the need for transparency, fairness, and accountability ?
(1/n) Link: arxiv.org/abs/2509.16400
(1/n) Link: arxiv.org/abs/2509.16400
Reposted by Huy Ngh
I’ll be at #HSP2025! I’m presenting a poster in session 4 on how semantic factors might affect timing data from a speeded cloze task (w @virmalised.us, Philip Resnik, and @colinphillips.bsky.social)
hsp2025.github.io/abstracts/19...
hsp2025.github.io/abstracts/19...
hsp2025.github.io
March 25, 2025 at 11:08 PM
I’ll be at #HSP2025! I’m presenting a poster in session 4 on how semantic factors might affect timing data from a speeded cloze task (w @virmalised.us, Philip Resnik, and @colinphillips.bsky.social)
hsp2025.github.io/abstracts/19...
hsp2025.github.io/abstracts/19...
Reposted by Huy Ngh
Are LLMs biased when they write about political issues?
We just released IssueBench – the largest, most realistic benchmark of its kind – to answer this question more robustly than ever before.
Long 🧵with spicy results 👇
We just released IssueBench – the largest, most realistic benchmark of its kind – to answer this question more robustly than ever before.
Long 🧵with spicy results 👇
February 13, 2025 at 2:08 PM
Are LLMs biased when they write about political issues?
We just released IssueBench – the largest, most realistic benchmark of its kind – to answer this question more robustly than ever before.
Long 🧵with spicy results 👇
We just released IssueBench – the largest, most realistic benchmark of its kind – to answer this question more robustly than ever before.
Long 🧵with spicy results 👇
Reposted by Huy Ngh
Please join us for:
AI at Work: Building and Evaluating Trust
Presented by our Trustworthy AI in Law & Society (TRIALS) institute.
Feb 3-4
Washington DC
Open to all!
Details and registration at: trails.gwu.edu/trailscon-2025
Sponsorship details at: trails.gwu.edu/media/556
AI at Work: Building and Evaluating Trust
Presented by our Trustworthy AI in Law & Society (TRIALS) institute.
Feb 3-4
Washington DC
Open to all!
Details and registration at: trails.gwu.edu/trailscon-2025
Sponsorship details at: trails.gwu.edu/media/556
January 16, 2025 at 3:22 PM
Please join us for:
AI at Work: Building and Evaluating Trust
Presented by our Trustworthy AI in Law & Society (TRIALS) institute.
Feb 3-4
Washington DC
Open to all!
Details and registration at: trails.gwu.edu/trailscon-2025
Sponsorship details at: trails.gwu.edu/media/556
AI at Work: Building and Evaluating Trust
Presented by our Trustworthy AI in Law & Society (TRIALS) institute.
Feb 3-4
Washington DC
Open to all!
Details and registration at: trails.gwu.edu/trailscon-2025
Sponsorship details at: trails.gwu.edu/media/556
Reposted by Huy Ngh
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via LLMs
There are lots of hate datasets with different nuances. We show how to pretrain on a COT-enhanced dataset to get great performance on data du jour.
by Huy Nghiem +al EMNLP’24
hal3.name/docs/daume24...
>
There are lots of hate datasets with different nuances. We show how to pretrain on a COT-enhanced dataset to get great performance on data du jour.
by Huy Nghiem +al EMNLP’24
hal3.name/docs/daume24...
>
December 13, 2024 at 10:20 AM
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via LLMs
There are lots of hate datasets with different nuances. We show how to pretrain on a COT-enhanced dataset to get great performance on data du jour.
by Huy Nghiem +al EMNLP’24
hal3.name/docs/daume24...
>
There are lots of hate datasets with different nuances. We show how to pretrain on a COT-enhanced dataset to get great performance on data du jour.
by Huy Nghiem +al EMNLP’24
hal3.name/docs/daume24...
>