596 citations · 688 across the 4 of their papers we have counts for
4 papers · 1 filter
Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation
Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio +1
Following the recent success of word embeddings, it has been argued that there is no such thing as an ideal representation for words, as different models tend to capture divergent…
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation
Daniel Cer, Mona Diab, Eneko Agirre +2
Semantic Textual Similarity (STS) measures the meaning similarity of sentences. Applications include machine translation (MT), summarization, generation, question answering (QA), s…
Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences
I. Lopez-Gazpio, M. Maritxalar, A. Gonzalez-Agirre +3
User acceptance of artificial intelligence agents might depend on their ability to explain their reasoning, which requires adding an interpretability layer that fa- cilitates users…
Supervised Hierarchical Classification for Student Answer Scoring
Itziar Aldabe, Oier Lopez de Lacalle, Iñigo Lopez-Gazpio +1
This paper describes a hierarchical system that predicts one label at a time for automated student response analysis. For the task, we build a classification binary tree that delay…