Research
I'm interested in text summarization, multi-document information extraction and efficient NLP.
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What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff Schneider, Eduard Hovy, Roger Grosse, Eric Xing
arXiv preprint, 2024
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Background Summarization of Event Timelines
Adithya Pratapa, Kevin Small, Markus Dreyer
EMNLP, 2023
Outstanding Paper
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Calibrated Seq2Seq Models for Efficient and Generalizable Ultra-fine Entity Typing
Yanlin Feng, Adithya Pratapa, David R Mortensen
EMNLP Findings, 2023
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Hierarchical Event Grounding
Jiefu Ou, Adithya Pratapa, Rishubh Gupta, Teruko Mitamura.
AAAI, 2023
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Multilingual Event Linking to Wikidata
Adithya Pratapa, Rishubh Gupta, Teruko Mitamura
Multilingual Information Access Workshop @ NAACL, 2022
Best Paper
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Cross-document Event Identity via Dense Annotation
Adithya Pratapa, Zhengzhong Liu, Kimihiro Hasegawa, Linwei Li, Yukari Yamakawa, Shikun Zhang, Teruko Mitamura
CoNLL, 2021
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Evaluating the Morphosyntactic Well-formedness of Generated Texts
Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov
EMNLP, 2021
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A Study of Morphological Robustness of Neural Machine Translation
Sai Muralidhar Jayanthi*, Adithya Pratapa*
SIGMORPHON @ ACL, 2021
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Comparing Grammatical Theories of Code-Mixing
Adithya Pratapa, Monojit Choudhury
W-NUT @ EMNLP, 2021
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Constrained Fact Verification for FEVER
Adithya Pratapa,* Sai Muralidhar Jayanthi*, Kavya Nerella*
EMNLP, 2020
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Automatic Extraction of Rules Governing Morphological Agreement
Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig.
EMNLP, 2020
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Word Embeddings for Code-Mixed Language Processing
Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram
EMNLP, 2018
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Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data
Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, Sunayana Sitaram, Sandipan Dandapat, Kalika Bali
ACL, 2018
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