The proceedings contain 16 papers. The topics discussed include: visually-verifiable textual entailment: a challenge task for combining language and vision;computational integration of human vision and natural languag...
ISBN:
(纸本)9781941643327
The proceedings contain 16 papers. The topics discussed include: visually-verifiable textual entailment: a challenge task for combining language and vision;computational integration of human vision and naturallanguage through bitext alignment;towards reliable automatic multimodal content analysis;linguistic analysis of multi-modal recurrent neural networks;defining visually descriptive language;semantic tuples for evaluation of image to sentence generation;and image representations and new domains in neural image captioning.
The proceedings contain 60 papers. The topics discussed include: findings of the 2015 Workshop on Statistical Machine Translation;statistical machine translation with automatic identification of translationese;data se...
ISBN:
(纸本)9781941643327
The proceedings contain 60 papers. The topics discussed include: findings of the 2015 Workshop on Statistical Machine Translation;statistical machine translation with automatic identification of translationese;data selection with fewer words;DFKI’s experimental hybrid MT system for WMT 2015;ParFDA for fast deployment of accurate statistical machine translation systems, benchmarks, and statistics;CUNI in WMT15: chimera strikes again;CimS - the CIS and IMS joint submission to WMT 2015 addressing morphological and syntactic differences in English to German SMT;the Karlsruhe Institute of Technology translation systems for the WMT 2015;new language pairs in TectoMT;tuning phrase-based segmented translation for a morphologically complex target language;and the AFRL-MITLL WMT15 system: there’s more than one way to decode it!.
The proceedings contain 24 papers. The topics discussed include: multilingual affect polarity and valence prediction in metaphors;sentiment analysis on monolingual, multilingual and code-switching twitter corpora;conn...
ISBN:
(纸本)9781941643327
The proceedings contain 24 papers. The topics discussed include: multilingual affect polarity and valence prediction in metaphors;sentiment analysis on monolingual, multilingual and code-switching twitter corpora;connotation in translation;enhanced twitter sentiment classification using contextual information;your sentiment precedes you: using an author’s historical tweets to predict sarcasm;optimizing agile social media analysis;utilizing review analysis to suggest product advertisement improvements;towards opinion mining from reviews for the prediction of product rankings;classification of deceptive opinions using a low dimensionality representation;and extending effect annotation with lexical decomposition.
The proceedings contain 312 papers. The topics discussed include: language understanding for text-based games using deep reinforcement learning;building a shared world: mapping distributional to model-theoretic semant...
ISBN:
(纸本)9781941643327
The proceedings contain 312 papers. The topics discussed include: language understanding for text-based games using deep reinforcement learning;building a shared world: mapping distributional to model-theoretic semantic spaces;syntax-based rewriting for simultaneous machine translation;open extraction of fine-grained political statements;semantic annotation for microblog topics using Wikipedia temporal information;re-evaluating automatic summarization with BLEU and 192 shades of ROUGE;cross lingual sentiment analysis using modified BRAE;joint prediction for entity/event-level sentiment analysis using probabilistic soft logic models;combining geometric, textual and visual features for predicting prepositions in image descriptions;non-lexical neural architecture for fine-grained POS tagging;a model of zero-shot learning of spoken language understanding;and birds of a feather linked together: a discriminative topic model using link-based priors.
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 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.
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