The proceedings contain 21 papers. The topics discussed include: improving the generalizability of text-based emotion detection by leveraging transformers with psycholinguistic features;fine-grained extraction and cla...
ISBN:
(纸本)9781959429203
The proceedings contain 21 papers. The topics discussed include: improving the generalizability of text-based emotion detection by leveraging transformers with psycholinguistic features;fine-grained extraction and classification of skill requirements in German-speaking job ads;experiencer-specific emotion and appraisal prediction;understanding narratives from demographic survey data: a comparative study with multiple neural topic models;to prefer or to choose? generating agency and power counterfactuals jointly for gender bias mitigation;conspiracy narratives in the protest movement against COVID-19 restrictions in Germany. A long-term content analysis of telegram chat groups;conditional language models for community-level linguistic variation;examining political rhetoric with epistemic stance detection;and linguistic elements of engaging customer service discourse on social media.
The proceedings contain 827 papers. The topics discussed include: generative knowledge graph construction: a review;CdConv: a benchmark for contradiction detection in Chinese conversations;transformer feed-forward lay...
The proceedings contain 827 papers. The topics discussed include: generative knowledge graph construction: a review;CdConv: a benchmark for contradiction detection in Chinese conversations;transformer feed-forward layers build predictions by promoting concepts in the vocabulary space;learning to generate question by asking question: a primal-dual approach with uncommon word generation;graph-based model generation for few-shot relation extraction;backdoor attacks in federated learning by rare embeddings and gradient ensembling;toward unifying text segmentation and long document summarization;the geometry of multilingual language model representations;improving complex knowledge base question answering via question-to-action and question-to-question alignment;co-guiding net: achieving mutual guidances between multiple intent detection and slot filling via heterogeneous semantics-label graphs;the importance of being parameters: an intra-distillation method for serious gains;and certified error control of candidate set pruning for two-stage relevance ranking.
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 42 papers. The topics discussed include: CogKTR: a knowledge-enhanced text representation toolkit for naturallanguage understanding;LM-Debugger: an interactive tool for inspection and interven...
ISBN:
(纸本)9781959429418
The proceedings contain 42 papers. The topics discussed include: CogKTR: a knowledge-enhanced text representation toolkit for naturallanguage understanding;LM-Debugger: an interactive tool for inspection and intervention in transformer-based language models;EasyNLP: a comprehensive and easy-to-use toolkit for naturallanguageprocessing;an explainable toolbox for evaluating pre-trained vision-language models;ELEVANT: a fully automatic fine-grained entity linking evaluation and analysis tool;a pipeline for generating, annotating and employing synthetic data for real world question answering;DeepKE: a deep learning based knowledge extraction toolkit for knowledge base population;evaluate & evaluation on the hub: better best practices for data and model measurements;and KeywordScape: visual document exploration using contextualized keyword embeddings.
The proceedings contain 65 papers. The topics discussed include: unsupervised term extraction for highly technical domains;a hybrid approach to cross-lingual product review summarization;augmenting operations research...
ISBN:
(纸本)9781952148255
The proceedings contain 65 papers. The topics discussed include: unsupervised term extraction for highly technical domains;a hybrid approach to cross-lingual product review summarization;augmenting operations research with auto-formulation of optimization models from problem descriptions;knowledge distillation based contextual relevance matching for e-commerce product search;accelerating the discovery of semantic associations from medical literature: mining relations between diseases and symptoms;machine translation impact in e-commerce multilingual search;ask-and-verify: span candidate generation and verification for attribute value extraction;consultation checklists: standardizing the human evaluation of medical note generation;towards need-based spoken language understanding model updates: what have we learned?;and calibrating imbalanced classifiers with focal loss: an empirical study.
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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