Large-Scale Paraphrasing for Natural Language Understanding

2013-06-01 · NAACL 2013 6 · Juri Ganitkevitch

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Tasks

Machine Translation Natural Language Inference Natural Language Understanding Question Answering Sentence Compression Text Generation

Extracting and filtering paraphrases by bridging natural language inference and paraphrasing

2021-11-13 · Matej Klemen, Marko Robnik-Šikonja

Paraphrasing is a useful natural language processing task that can contribute to more diverse generated or translated texts. Natural language inference (NLI) and paraphrasing share some similarities and can benefit from …

Natural Language Inference

Paraphrasing in Affirmative Terms Improves Negation Understanding

2024-06-11 · MohammadHossein Rezaei, Eduardo Blanco

Negation is a common linguistic phenomenon. Yet language models face challenges with negation in many natural language understanding tasks such as question answering and natural language inference. In this paper, we expe…

Natural Language Inference Natural Language Understanding Negation Question Answering

ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation

2022-10-01 · COLING 2022 10 · Wenjie Hao, Hongfei Xu, Deyi Xiong, Hongying Zan 외

Paraphrasing, i.e., restating the same meaning in different ways, is an important data augmentation approach for natural language processing (NLP). Zhang et al. (2019b) propose to extract sentence-level paraphrases from …

Data Augmentation Machine Translation Natural Language Understanding Sentence+1

Ask me in your own words: paraphrasing for multitask question answering

2021-10-27 · PeerJ Computer Science 2021 10 · G. Thomas Hudson, Noura Al Moubayed

Multitask learning has led to significant advances in Natural Language Processing, including the decaNLP benchmark where question answering is used to frame 10 natural language understanding tasks in a single model. In t…

Natural Language Understanding Paraphrase Generation Question Answering Sentence

Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing

2015-09-27 · ICCV 2015 12 · Hamid Izadinia, Fereshteh Sadeghi, Santosh Kumar Divvala, Yejin Choi 외

We introduce Segment-Phrase Table (SPT), a large collection of bijective associations between textual phrases and their corresponding segmentations. Leveraging recent progress in object recognition and natural language s…

Natural Language Understanding Object Recognition Semantic Segmentation Visual Entailment