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researcher

Ananth Balashankar

21 papers hereh-index 113.6k citations47 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author13
  • last author1

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CL7
  • cs.AI1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedComprehensive Monitoring of Air Pollution Hotspots Using Sparse Sensor Networks

4 citations · 11 across the 19 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024★ 1 cited

Automated Adversarial Discovery for Safety Classifiers

Yash Kumar Lal, Preethi Lahoti, Aradhana Sinha +2

Safety classifiers are critical in mitigating toxicity on online forums such as social media and in chatbots. Still, they continue to be vulnerable to emergent, and often innumerab…

cs.CL2024

Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment

Zhaofeng Wu, Ananth Balashankar, Yoon Kim +2

Aligning language models (LMs) based on human-annotated preference data is a crucial step in obtaining practical and performant LM-based systems. However, multilingual human prefer…

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