Search Results for author: Abhinav Chinta

Found 4 papers, 1 papers with code

Study of Manifestation of Civil Unrest on Twitter

1 code implementation WNUT (ACL) 2021 Abhinav Chinta, Jingyu Zhang, Alexandra DeLucia, Mark Dredze, Anna L. Buczak

Twitter is commonly used for civil unrest detection and forecasting tasks, but there is a lack of work in evaluating how civil unrest manifests on Twitter across countries and events.

Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs

no code implementations4 Feb 2025 Sagnik Mukherjee, Abhinav Chinta, Takyoung Kim, Tarun Anoop Sharma, Dilek Hakkani Tur

We restructure conventional linear reasoning chains into Premise Augmented Reasoning Chains (PARC) by introducing premise links, resulting in a directed acyclic graph where the nodes are the steps and the edges are the premise links.

Unsupervised Human Preference Learning

no code implementations30 Sep 2024 Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Dilek Hakkani-Tür

By allowing foundation models to adapt to individual preferences in a data and compute-efficient manner, our approach paves the way for highly personalized language model applications.

In-Context Learning Language Modeling +2

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