Techniques, datasets, evaluation metrics and future directions of a question answering system
Question answering has been around for more than half a century. The problem was
addressed with different solutions in the eras of different technologies. Some proved more …
addressed with different solutions in the eras of different technologies. Some proved more …
Calibration of machine reading systems at scale
In typical machine learning systems, an estimate of the probability of the prediction is used to
assess the system's confidence in the prediction. This confidence measure is usually …
assess the system's confidence in the prediction. This confidence measure is usually …
Simulating and modeling the risk of conversational search
In conversational search, agents can interact with users by asking clarifying questions to
increase their chance of finding better results. Many recent works and shared tasks in both …
increase their chance of finding better results. Many recent works and shared tasks in both …
Risks and nlp design: A case study on procedural document qa
N Haduong, A Gao, NA Smith - arXiv preprint arXiv:2408.11860, 2024 - arxiv.org
As NLP systems are increasingly deployed at scale, concerns about their potential negative
impacts have attracted the attention of the research community, yet discussions of risk have …
impacts have attracted the attention of the research community, yet discussions of risk have …
Robust Information Retrieval
Beyond effectiveness, the robustness of an information retrieval (IR) system is increasingly
attracting attention. When deployed, a critical technology such as IR should not only deliver …
attracting attention. When deployed, a critical technology such as IR should not only deliver …
Less is more: Rejecting unreliable reviews for product question answering
Promptly and accurately answering questions on products is important for e-commerce
applications. Manually answering product questions (eg on community question answering …
applications. Manually answering product questions (eg on community question answering …
TIE: Topological information enhanced structural reading comprehension on web pages
Recently, the structural reading comprehension (SRC) task on web pages has attracted
increasing research interests. Although previous SRC work has leveraged extra information …
increasing research interests. Although previous SRC work has leveraged extra information …
[HTML][HTML] The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis
The popularity of chatbots, such as ChatGPT, has brought research attention to question
answering systems, capable to generate natural language answers to user's natural …
answering systems, capable to generate natural language answers to user's natural …
Trustworthy machine reading comprehension with conditional adversarial calibration
Abstract Machine Reading Comprehension (MRC) has achieved impressive answer
inference performance in recent years but rarely considers the trustworthiness and reliability …
inference performance in recent years but rarely considers the trustworthiness and reliability …
Desarrollo de modelo de análisis de sentimientos para la encuesta de medición de satisfacción laboral# YTúQuéDices en la Vicepresidencia de Talento y Cultura de …
EO Vélez Sánchez - 2024 - bibliotecadigital.udea.edu.co
En el escenario empresarial actual, el entendimiento profundo de los empleados se
convierte en una herramienta estratégica para mejorar la eficiencia y la cohesión …
convierte en una herramienta estratégica para mejorar la eficiencia y la cohesión …