The proceedings contain 7 papers. The topics discussed include: inside-outside and forward-backward algorithms are just backprop;research on attention memory networks as a model for learning naturallanguage inference...
ISBN:
(纸本)9781945626296
The proceedings contain 7 papers. The topics discussed include: inside-outside and forward-backward algorithms are just backprop;research on attention memory networks as a model for learning naturallanguage inference;a joint model of rhetorical discourse structure and summarization;posterior regularization for joint modelling of multiple structured prediction tasks with soft constraints;a study of imitation learning methods for semantic role labeling;introducing DRAIL: a step towards declarative deep relational learning;and unsupervised neural hidden Markov models.
The proceedings contain 13 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost ...
ISBN:
(纸本)9781945626326
The proceedings contain 13 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost minimization;a neural network for coordination boundary prediction;using left-corner parsing to encode universal structural constraints in grammar induction;distinguishing past, on-going, and future events: the EventStatus corpus;a position encoding convolutional neural network based on dependency tree for relation classification;and comparing computational cognitive models of generalization in a language acquisition task.
The proceedings contain 264 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost...
ISBN:
(纸本)9781945626258
The proceedings contain 264 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost minimization;a neural network for coordination boundary prediction;using left-corner parsing to encode universal structural constraints in grammar induction;distinguishing past, on-going, and future events: the event-status corpus;nested propositions in open information extraction;a position encoding convolutional neural network based on dependency tree for relation classification;learning to recognize discontiguous entities;and modeling human reading with neural attention.
The proceedings contain 6 papers. The topics discussed include: meaning representations for naturallanguages: design, models and applications;Arabic naturallanguageprocessing;emergent language-based coordination in...
ISBN:
(纸本)9781959429302
The proceedings contain 6 papers. The topics discussed include: meaning representations for naturallanguages: design, models and applications;Arabic naturallanguageprocessing;emergent language-based coordination in deep multi-agent systems;CausalNLP tutorial: an introduction to causality for naturallanguageprocessing;modular and parameter-efficient fine-tuning for NLP models;and non-autoregressive models for fast sequence generation.
The proceedings contain 6 papers. The topics discussed include: NLP+Vis: NLP meets visualization;security challenges in naturallanguageprocessing models;designing, evaluating, and learning from humans interacting wi...
The proceedings contain 6 papers. The topics discussed include: NLP+Vis: NLP meets visualization;security challenges in naturallanguageprocessing models;designing, evaluating, and learning from humans interacting with NLP models;LLM-driven instruction following: progresses and concerns;mitigating societal harms in large language models;and creative naturallanguage generation.
The proceedings contain 6 papers. The topics discussed include: crowdsourcing beyond annotation: case studies in benchmark data collection;financial opinion mining;knowledge-enriched naturallanguage generation;multi-...
ISBN:
(纸本)9781955917124
The proceedings contain 6 papers. The topics discussed include: crowdsourcing beyond annotation: case studies in benchmark data collection;financial opinion mining;knowledge-enriched naturallanguage generation;multi-domain multilingual question answering;robustness and adversarial examples in naturallanguageprocessing;and syntax in end-to-end naturallanguageprocessing.
The proceedings contain 7 papers. The topics discussed include: machine reasoning: technology, dilemma and future;fact-checking, fake news, propaganda, and media bias: truth seeking in the post-truth era;interpreting ...
ISBN:
(纸本)9781952148613
The proceedings contain 7 papers. The topics discussed include: machine reasoning: technology, dilemma and future;fact-checking, fake news, propaganda, and media bias: truth seeking in the post-truth era;interpreting predictions of NLP models;high performance naturallanguageprocessing;representation, learning and reasoning on spatial language for downstream NLP tasks;simultaneous translation;and the amazing world of neural language generation.
The proceedings contain 6 papers. The topics discussed include: enhancing LLM capabilities beyond scaling up;countering hateful and offensive speech online - open challenges;language agents: foundations, prospects, an...
ISBN:
(纸本)9798891761698
The proceedings contain 6 papers. The topics discussed include: enhancing LLM capabilities beyond scaling up;countering hateful and offensive speech online - open challenges;language agents: foundations, prospects, and risks;introductory tutorial: reasoning with naturallanguage explanations;AI for science in the era of large language models;and human-centered evaluation of language technologies.
The proceedings contain 13 papers. The topics discussed include: structured databases of named entities from Bayesian nonparametrics;unsupervised cross-lingual lexical substitution;reducing the size of the representat...
ISBN:
(纸本)1937284131
The proceedings contain 13 papers. The topics discussed include: structured databases of named entities from Bayesian nonparametrics;unsupervised cross-lingual lexical substitution;reducing the size of the representation for the uDOP-estimate;evaluating unsupervised learning for naturallanguageprocessing tasks;unsupervised language-independent name translation mining from Wikipedia infoboxes;twitter polarity classification with label propagation over lexical links and the follower graph;unsupervised concept annotation using latent Dirichlet allocation and segmental methods;and unsupervised alignment for segmental-based language understanding.
The proceedings contain 29 papers. The topics discussed include: SyntaViz: visualizing voice queries through a syntax-driven hierarchical ontology;TRANX: a transition-based neural abstract syntax parser for semantic p...
ISBN:
(纸本)9781948087858
The proceedings contain 29 papers. The topics discussed include: SyntaViz: visualizing voice queries through a syntax-driven hierarchical ontology;TRANX: a transition-based neural abstract syntax parser for semantic parsing and code generation;Data2TextStudio: automated text generation from structured data;MorAz: an open-source morphological analyzer for Azerbaijani Turkish;an interactive web-interface for visualizing the inner workings of the question answering LSTM;and visual interrogation of attention-based models for naturallanguage inference and machine comprehension.
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