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pro vyhledávání: '"Jain, Parag"'
Autor:
Jain, Parag, Lapata, Mirella
We focus on a conversational question answering task which combines the challenges of understanding questions in context and reasoning over evidence gathered from heterogeneous sources like text, knowledge graphs, tables, and infoboxes. Our method ut
Externí odkaz:
http://arxiv.org/abs/2407.09506
Publikováno v:
Computational Linguistics, Vol 45, Iss 4, Pp 737-763 (2020)
We present a framework for generating natural language description from structured data such as tables; the problem comes under the category of data-to-text natural language generation (NLG). Modern data-to-text NLG systems typically use end-to-end s
Externí odkaz:
https://doaj.org/article/c299025513b0412fac5991bdd91c4765
We consider the task of generating structured representations of text using large language models (LLMs). We focus on tables and mind maps as representative modalities. Tables are more organized way of representing data, while mind maps provide a vis
Externí odkaz:
http://arxiv.org/abs/2401.06837
Autor:
Jain, Parag, Lapata, Mirella
In this paper we consider the task of conversational semantic parsing over general purpose knowledge graphs (KGs) with millions of entities, and thousands of relation-types. We focus on models which are capable of interactively mapping user utterance
Externí odkaz:
http://arxiv.org/abs/2305.06164
In this paper, we are interested in developing semantic parsers which understand natural language questions embedded in a conversation with a user and ground them to formal queries over definitions in a general purpose knowledge graph (KG) with very
Externí odkaz:
http://arxiv.org/abs/2301.12217
In Multi-Document Summarization (MDS), the input can be modeled as a set of documents, and the output is its summary. In this paper, we focus on pretraining objectives for MDS. Specifically, we introduce a novel pretraining objective, which involves
Externí odkaz:
http://arxiv.org/abs/2208.01006
Publikováno v:
In Pharmacological Research - Modern Chinese Medicine September 2024 12
Publikováno v:
In Pharmacological Research - Modern Chinese Medicine September 2024 12
Autor:
Raza, Mohammad Adnan, Sharma, Mukesh Kumar, Nagori, Kushagra, Jain, Parag, Ghosh, Vijayalakshmi, Gupta, Umesh, Ajazuddin
Publikováno v:
In International Journal of Pharmaceutics 5 December 2024 666