Results 51 to 60 of about 9,260,716 (321)
Datasets: A Community Library for Natural Language Processing [PDF]
Conference on Empirical Methods in Natural Language Processing, 2021 The scale, variety, and quantity of publicly-available NLP datasets has grown rapidly as researchers propose new tasks, larger models, and novel benchmarks. Datasets is a community library for contemporary NLP designed to support this ecosystem. Datasets
Quentin Lhoest +31 more
semanticscholar +1 more source
Natural Language to Code Translation with Execution [PDF]
Conference on Empirical Methods in Natural Language Processing, 2022 Generative models of code, pretrained on large corpora of programs, have shown great success in translating natural language to code (Chen et al., 2021; Austin et al., 2021; Li et al., 2022, inter alia).
Freda Shi +4 more
semanticscholar +1 more source
TweetNLP: Cutting-Edge Natural Language Processing for Social Media [PDF]
Conference on Empirical Methods in Natural Language Processing, 2022 In this paper we present TweetNLP, an integrated platform for Natural Language Processing (NLP) in social media. TweetNLP supports a diverse set of NLP tasks, including generic focus areas such as sentiment analysis and named entity recognition, as well ...
José Camacho-Collados +13 more
semanticscholar +1 more source
Неокультурный балласт в смысловых структурах естественного языка
Zeszyty Cyrylo-Metodiańskie, 2018 The Neo-Cultural Ballast in the Semantic Structures of Natural Language. The neo-cultural ballast is built into the semantic structures of language. It modifies them and influences the ways of functioning of language in the public consciousness.
Leontieva, Oksana
doaj +1 more source
Connectionist natural language parsing [PDF]
, 2002 The key developments of two decades of connectionist parsing are reviewed. Connectionist parsers are assessed according to their ability to learn to represent syntactic structures from examples automatically, without being presented with symbolic grammar
Berg +52 more
core +1 more source
The place of language among sign systems: Juri Lotman and Émile Benveniste
Sign Systems Studies, 2013 This paper seeks to shed light on an unwritten chapter in the history of Tartu semiotics, that is, to draw a parallel between Juri Lotman and Émile Benveniste on the status of natural language among other systems of signs.
Remo Gramigna
doaj +1 more source
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data [PDF]
Conference on Empirical Methods in Natural Language Processing, 2017 Many modern NLP systems rely on word embeddings, previously trained in an unsupervised manner on large corpora, as base features. Efforts to obtain embeddings for larger chunks of text, such as sentences, have however not been so successful.
Alexis Conneau +4 more
semanticscholar +1 more source
FOLIO: Natural Language Reasoning with First-Order Logic [PDF]
Conference on Empirical Methods in Natural Language Processing, 2022 Large language models (LLMs) have achieved remarkable performance on a variety of natural language understanding tasks. However, existing benchmarks are inadequate in measuring the complex logical reasoning capabilities of a model.
Simeng Han +25 more
semanticscholar +1 more source
Natural Language and its Ontology [PDF]
, 2019 This paper gives a characterization of the ontology implicit in natural language and the entities it involves, situates natural language ontology within metaphysics, and responds to Chomskys' dismissal of externalist ...
Moltmann, Friederike
core +1 more source
Sentiment Analysis: Linguistic Potential of Preprocessing Regimentation
Виртуальная коммуникация и социальные сети, 2023 The article deals with the sentiment analysis regimentation as a relevant direction in automated natural language processing and its linguistic potential.
Aleksandr A. Barkovich
doaj +1 more source