Mounica Maddela
15 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Natural Language Processing
(14)
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(3)
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Keywords
text simplification
(6)
evaluation metric
(3)
sentiment analysis
(2)
extractive summarization
(2)
text generation
(2)
language model
(2)
word complexity
(2)
human evaluation
(2)
neural network
(2)
named entity recognition
(2)
entity-centric summarization
(2)
information retrieval
(1)
in-context learning
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semantic analysis
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semantic parsing
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data augmentation
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pairwise ranking
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machine translation
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text complexity
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question answering
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Papers
Adapting Sentence-level Automatic Metrics for Document-level Simplification Evaluation
NAACL 2025
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases
EMNLP 2025
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA
EMNLP 2023
LENS: A Learnable Evaluation Metric for Text Simplification
ACL 2023
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts
ACL 2023
A Dataset of Word-Complexity Judgements from Deaf and Hard-of-Hearing Adults for Text Simplification
EMNLP 2022
EntSUM: A Data Set for Entity-Centric Extractive Summarization
ACL 2022
Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders
AACL 2022
BiSECT: Learning to Split and Rephrase Sentences with Bitexts
EMNLP 2021
Controllable Text Simplification with Explicit Paraphrasing
NAACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
Code and Named Entity Recognition in StackOverflow
ACL 2020
Neural CRF Model for Sentence Alignment in Text Simplification
ACL 2020
Multi-task Pairwise Neural Ranking for Hashtag Segmentation
ACL 2019
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
EMNLP 2018