Prithviraj Ammanabrolu

About Prithviraj Ammanabrolu

Prithviraj Ammanabrolu, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Natural Language Processing, Reinforcement Learning, Interactive Narrative, Knowledge Graphs.

His recent articles reflect a diverse array of research interests and contributions to the field:

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

Fine-grained human feedback gives better rewards for language model training

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Do embodied agents dream of pixelated sheep: Embodied decision making using language guided world modelling

InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions

Techniques for building a knowledge graph in limited knowledge domains

Fusing pre-trained language models with multimodal prompts through reinforcement learning

Inference-time policy adapters (ipa): Tailoring extreme-scale lms without fine-tuning

Prithviraj Ammanabrolu Information

University

Position

___

Citations(all)

1459

Citations(since 2020)

1430

Cited By

318

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

28

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Prithviraj Ammanabrolu Skills & Research Interests

Natural Language Processing

Reinforcement Learning

Interactive Narrative

Knowledge Graphs

Top articles of Prithviraj Ammanabrolu

Title

Journal

Author(s)

Publication Date

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

Proceedings of the AAAI Conference on Artificial Intelligence

Zachary Horvitz

Ajay Patel

Chris Callison-Burch

Zhou Yu

Kathleen McKeown

2024/3/24

Fine-grained human feedback gives better rewards for language model training

Advances in Neural Information Processing Systems

Zeqiu Wu

Yushi Hu

Weijia Shi

Nouha Dziri

Alane Suhr

...

2024/2/13

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Advances in Neural Information Processing Systems

Bill Yuchen Lin

Yicheng Fu

Karina Yang

Faeze Brahman

Shiyu Huang

...

2024/2/13

Do embodied agents dream of pixelated sheep: Embodied decision making using language guided world modelling

Kolby Nottingham

Prithviraj Ammanabrolu

Alane Suhr

Yejin Choi

Hannaneh Hajishirzi

...

2023/7/3

InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions

Transactions of the Association for Computational Linguistics

Zeqiu Wu

Ryu Parish

Hao Cheng

Sewon Min

Prithviraj Ammanabrolu

...

2023/5/18

Techniques for building a knowledge graph in limited knowledge domains

2023/4/11

Fusing pre-trained language models with multimodal prompts through reinforcement learning

Youngjae Yu

Jiwan Chung

Heeseung Yun

Jack Hessel

Jae Sung Park

...

2023

Inference-time policy adapters (ipa): Tailoring extreme-scale lms without fine-tuning

Ximing Lu

Faeze Brahman

Peter West

Jaehun Jung

Khyathi Chandu

...

2023/12

Personalized soups: Personalized large language model alignment via post-hoc parameter merging

arXiv preprint arXiv:2310.11564

Joel Jang

Seungone Kim

Bill Yuchen Lin

Yizhong Wang

Jack Hessel

...

2023/10/17

Aligning to social norms and values in interactive narratives

arXiv preprint arXiv:2205.01975

Prithviraj Ammanabrolu

Liwei Jiang

Maarten Sap

Hannaneh Hajishirzi

Yejin Choi

2022/5/4

Quark: Controllable text generation with reinforced unlearning

Advances in neural information processing systems

Ximing Lu

Sean Welleck

Jack Hessel

Liwei Jiang

Lianhui Qin

...

2022/12/6

Scienceworld: Is your agent smarter than a 5th grader?

arXiv preprint arXiv:2203.07540

Ruoyao Wang

Peter Jansen

Marc-Alexandre Côté

Prithviraj Ammanabrolu

2022/3/14

Inherently explainable reinforcement learning in natural language

Advances in Neural Information Processing Systems

Xiangyu Peng

Mark Riedl

Prithviraj Ammanabrolu

2022/12/6

Behavior cloned transformers are neurosymbolic reasoners

arXiv preprint arXiv:2210.07382

Ruoyao Wang

Peter Jansen

Marc-Alexandre Côté

Prithviraj Ammanabrolu

2022/10/13

Is reinforcement learning (not) for natural language processing: Benchmarks, baselines, and building blocks for natural language policy optimization

arXiv preprint arXiv:2210.01241

Rajkumar Ramamurthy

Prithviraj Ammanabrolu

Kianté Brantley

Jack Hessel

Rafet Sifa

...

2022/10/3

Proceedings of the 3rd Wordplay: When Language Meets Games Workshop (Wordplay 2022)

Marc-Alexandre Côté

Xingdi Yuan

Prithviraj Ammanabrolu

2022/7

I cast detect thoughts: Learning to converse and guide with intents and theory-of-mind in dungeons and dragons

arXiv preprint arXiv:2212.10060

Pei Zhou

Andrew Zhu

Jennifer Hu

Jay Pujara

Xiang Ren

...

2022/12/20

Modeling worlds in text

arXiv preprint arXiv:2106.09578

Prithviraj Ammanabrolu

Mark O Riedl

2021/6/17

Telling stories through multi-user dialogue by modeling character relations

arXiv preprint arXiv:2105.15054

Wai Man Si

Prithviraj Ammanabrolu

Mark O Riedl

2021/5/31

Automated storytelling via causal, commonsense plot ordering

Proceedings of the AAAI Conference on Artificial Intelligence

Prithviraj Ammanabrolu

Wesley Cheung

William Broniec

Mark O Riedl

2021/5/18

See List of Professors in Prithviraj Ammanabrolu University(Georgia Institute of Technology)

Co-Authors

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