Results 111 to 120 of about 59,222 (317)

From news to comment: Resources and benchmarks for parsing the language of web 2.0 [PDF]

, 2011
We investigate the problem of parsing the noisy language of social media. We evaluate four all-Street-Journal-trained statistical parsers (Berkeley, Brown, Malt and MST) on a new dataset containing 1,000 phrase structure trees for sentences from ...
Foster, Jennifer, Cetinoglu, Ozlem, Nivre, Joakim, Le Roux, Joseph, Wagner, Joachim, Hogan, Deirdre, van Genabith, Josef   +6 more
core  

Automated generative process synthesis via transformer‐based dual‐loop simulation and optimization

AIChE Journal, EarlyView.
Abstract This study presents a novel framework for automated generative process synthesis, addressing the complexity of simultaneously optimizing discrete topologies and continuous operating variables. To overcome conventional superstructure limitations, we propose a dual‐loop architecture integrating generative transformers with rigorous process ...
Yeong Woo Son, Chan Kim, Ji Hun Pak, Hain Lee, Jong Min Lee   +4 more
wiley   +1 more source

Prefix Parsing is Just Parsing

Prefix parsing asks whether an input prefix can be extended to a complete string generated by a given grammar. In the weighted setting, it also provides prefix probabilities, which are central to context-free language modeling, psycholinguistic analysis, and syntactically constrained generation from large language models.
Pasti, Clemente, Opedal, Andreas, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim   +4 more
openaire   +2 more sources

Streaming online log parsing method based on heuristic rule

Tongxin xuebao
To address the issues of inaccurate parsing and unstable performance in existing log parsing methods, a streaming online log parsing method based on heuristic rules, known as heuristic regex tree (HRTree), was proposed.
JIANG Zhongyuan, TAO Meiyue, ZHAO Xiaoqing, FANG Xiaotong, LI Xinghua, MA Jianfeng   +5 more
doaj  

Limitations of Foundation Models in Energy Materials Simulations: A Case Study in Polyanion Sodium Cathode Materials

Advanced Intelligent Discovery, EarlyView.
Several simulation techniques are used to explore static and dynamic behavior in polyanion sodium cathode materials. The study reveals that universal machine learning interatomic potentials (MLIPs) struggle with system‐specific chemistry, emphasizing the need for tailored datasets.
Martin Hoffmann Petersen, Chiku Parida, Jonas Busk, Jin Hyun Chang, Arghya Bhowmik, Juan Maria Garcia Lastra   +5 more
wiley   +1 more source

Tree parsing with synchronous tree-adjoining grammars

, 2011
Restricting the input or the output of a grammar-induced translation to a given set of trees plays an important role in statistical machine translation. The problem for practical systems is to find a compact (and in particular, finite) representation of ...
Vogler, Heiko, Nederhof, Mark Jan, B¨uchse, Matthias   +2 more
core  

Coordinate noun phrase disambiguation in a generative parsing model [PDF]

, 2007
In this paper we present methods for improving the disambiguation of noun phrase (NP) coordination within the framework of a lexicalised history-based parsing model.
Hogan, Deirdre
core  

Deep Learning‐Assisted Design of Mechanical Metamaterials

Advanced Intelligent Discovery, EarlyView.
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong, Pu Wen, Zhiping Chai, Dunxuan Wu, Han Ding, Zhigang Wu   +5 more
wiley   +1 more source

Psycholinguistic plausibility of left-corner parsing with Minimalist Grammars

Journal of Language Modelling
This paper shows that a left-corner parser for Minimalist Grammars (MGs) requires more memory resources to parse center-embedding structures than both left- and right-embeddings. The behavior of the parser mimics that of a human parser.
Lei Liu
doaj   +1 more source

Large-scale connectionist natural language parsing using lexical semantic and syntactic knowledge

, 2007
Syntactic parsing plays a pivotal role in most automatic natural language processing systems. The research project presented in this dissertation has focused on two main characteristics of connectionist models for natural language processing: their ...
Nkantah, DE
core