Mounica Maddela | DeepAI

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∙ 07/06/2023

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts

Many cognitive approaches to well-being, such as recognizing and reframi...

0 Mounica Maddela, et al. ∙

∙ 05/23/2023

Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA

Large language models (e.g., GPT-3.5) are uniquely capable of producing ...

0 David Heineman, et al. ∙

∙ 12/19/2022

LENS: A Learnable Evaluation Metric for Text Simplification

Training learnable metrics using modern language models has recently eme...

0 Mounica Maddela, et al. ∙

∙ 04/05/2022

EntSUM: A Data Set for Entity-Centric Summarization

Controllable summarization aims to provide summaries that take into acco...

0 Mounica Maddela, et al. ∙

∙ 09/10/2021

BiSECT: Learning to Split and Rephrase Sentences with Bitexts

An important task in NLP applications such as sentence simplification is...

0 Joongwon Kim, et al. ∙

∙ 02/02/2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

We introduce GEM, a living benchmark for natural language Generation (NL...

5 Sebastian Gehrmann, et al. ∙

∙ 10/21/2020

Controllable Text Simplification with Explicit Paraphrasing

Text Simplification improves the readability of sentences through severa...

0 Mounica Maddela, et al. ∙

∙ 05/05/2020

Neural CRF Model for Sentence Alignment in Text Simplification

The success of a text simplification system heavily depends on the quali...

0 Chao Jiang, et al. ∙

∙ 05/04/2020

Code and Named Entity Recognition in StackOverflow

There is an increasing interest in studying natural language and compute...

0 Jeniya Tabassum, et al. ∙

∙ 06/03/2019

Multi-task Pairwise Neural Ranking for Hashtag Segmentation

Hashtags are often employed on social media and beyond to add metadata t...

0 Mounica Maddela, et al. ∙

∙ 10/12/2018

A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification

Current lexical simplification approaches rely heavily on heuristics and...

0 Mounica Maddela, et al. ∙

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