Delip Rao


2023

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Faithful Chain-of-Thought Reasoning
Qing Lyu | Shreya Havaldar | Adam Stein | Li Zhang | Delip Rao | Eric Wong | Marianna Apidianaki | Chris Callison-Burch
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)

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Learning Interpretable Style Embeddings via Prompting LLMs
Ajay Patel | Delip Rao | Ansh Kothary | Kathleen McKeown | Chris Callison-Burch
Findings of the Association for Computational Linguistics: EMNLP 2023

Style representation learning builds content-independent representations of author style in text. To date, no large dataset of texts with stylometric annotations on a wide range of style dimensions has been compiled, perhaps because the linguistic expertise to perform such annotation would be prohibitively expensive. Therefore, current style representation approaches make use of unsupervised neural methods to disentangle style from content to create style vectors. These approaches, however, result in uninterpretable representations, complicating their usage in downstream applications like authorship attribution where auditing and explainability is critical. In this work, we use prompting to perform stylometry on a large number of texts to generate a synthetic stylometry dataset. We use this synthetic data to then train human-interpretable style representations we call LISA embeddings. We release our synthetic dataset (StyleGenome) and our interpretable style embedding model (LISA) as resources.

2011

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Typed Graph Models for Learning Latent Attributes from Names
Delip Rao | David Yarowsky
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

2010

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Entity Disambiguation for Knowledge Base Population
Mark Dredze | Paul McNamee | Delip Rao | Adam Gerber | Tim Finin
Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)

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Streaming Cross Document Entity Coreference Resolution
Delip Rao | Paul McNamee | Mark Dredze
Coling 2010: Posters

2009

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Ranking and Semi-supervised Classification on Large Scale Graphs Using Map-Reduce
Delip Rao | David Yarowsky
Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing (TextGraphs-4)

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𝜖-extension Hidden Markov Models and Weighted Transducers for Machine Transliteration
Balakrishnan Varadarajan | Delip Rao
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration (NEWS 2009)

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Semi-Supervised Polarity Lexicon Induction
Delip Rao | Deepak Ravichandran
Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)

2008

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Affinity Measures Based on the Graph Laplacian
Delip Rao | David Yarowsky | Chris Callison-Burch
Coling 2008: Proceedings of the 3rd Textgraphs workshop on Graph-based Algorithms for Natural Language Processing

2007

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JHU1 : An Unsupervised Approach to Person Name Disambiguation using Web Snippets
Delip Rao | Nikesh Garera | David Yarowsky
Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007)