Also presenting Talent or Luck at 2:00 PM today, Grand Hall, G43!
Come to see how socio-psychological interpretations influence LLM outputs 👀
https://t.co/c1oDUHuWul
@ZzwWilliam, @anas_ant, @aylin_cim#ACL2026
Excited to present Vignette at #ACL2026!
Come stop by Promenade during Oral Session A (11:00-12:30) to hear about our work on evaluating social bias in vision-language models.
With amazing co-authors @ZzwWilliam, @anas_ant, @aylin_cim
Paper: https://t.co/hK8hod9net
Stop by Jasmine #20 right now to see how @iamshnoo and @chahatsaidit explore multimodal LLMs to uncover the implicit associations they make in their BiasDora work
We have seen the usual man:doctor🧑⚕️ and woman:nurse👩⚕️ stereotypes.
But guess what? VLMs are also throwing out wild associations like blonde:dumb🤦♀️, old person:dinosaur🦕, or college student:broke. 🧑🎓💸
BiasDora, our #EMNLP2024 Findings Paper: https://t.co/3qYn6YWNHP, explores them all! 🧵
I'll be at @AIESConf with @aylin_cim and @iamshnoo to show how LLM responses imitate human psychology and how we use it to mitigate social bias using the Contact Hypothesis.
Listen to our talk on Wednesday, Oct 23rd, when we present https://t.co/SlRkIkTvGq
@anas_ant@ZzwWilliam
🧑🤖The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead❓
This is obviously a massive question that is both important and timely.
Accepted to #EMNLP2024 Main, our paper examines the integration of LLMs into specialized expert workflows, and explores both the potential benefits and worrisome pitfalls of this emerging partnership.
📜Preprint available: https://t.co/bq7qYCIUZ6
w/ @SyedaSabrina11, @Prof_JPSingh, and @anas_ant
1/6
We have seen the usual man:doctor🧑⚕️ and woman:nurse👩⚕️ stereotypes.
But guess what? VLMs are also throwing out wild associations like blonde:dumb🤦♀️, old person:dinosaur🦕, or college student:broke. 🧑🎓💸
BiasDora, our #EMNLP2024 Findings Paper: https://t.co/3qYn6YWNHP, explores them all! 🧵
(4/n) GPT-4o and LLaMA-3 text completions reveal strong toxicity toward sexuality and disability. Stable Diffusion shows age and gender biases, while DALL-E 3 displays disability stereotypes in image generations. Disability bias is a standout issue in image descriptions as well for both GPT-4o and LLaVA.
Presented our work @ecir2024 in Glasgow!
#SALSA 💃 Leveraging salience scores for crafting interpretable adversarial attacks in fake news detection models. Exciting discussions on enhancing AI robustness, (also ethics, fairness and biases)!
Paper: https://t.co/76HQdzuVb0
Do language models reflect human biases across languages and cultures? Had a fun time presenting at @emnlpmeeting with @iamshnoo
We handed out stickers to those who came by!