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BiBiKit - A Bilingual Bimodal Reading and Writing Tool for Sign Language Users

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

AbstractSign language is used by many people who were born deaf or who became deaf early in life use as their first and/or preferred language. There is no writing system …...

13941

Factors Influencing the Surprising Instability of Word Embeddings

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractDespite the recent popularity of word embedding methods, there is only a small body of work exploring the limitations of these representations. In this paper, we consider one aspect of …...

20846

Analyzing the Surprising Variability in Word Embedding Stability Across Languages

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWord embeddings are powerful representations that form the foundation of many natural language processing architectures, both in English and in other languages. To gain further insight into word embeddings, we …...

31599

Cross-lingual Contextualized Topic Models with Zero-shot Learning

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractMany data sets (e.g., reviews, forums, news, etc.) exist parallelly in multiple languages. They all cover the same content, but the linguistic differences make it impossible to use traditional, bag-of-word-based …...

42671

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractPrior work infers the causation between events mainly based on the knowledge induced from the annotated causal event pairs. However, additional evidence information intermediate to the cause and effect remains …...

8698

On the Sensitivity and Stability of Model Interpretations in NLP

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractRecent years have witnessed the emergence of a variety of post-hoc interpretations that aim to uncover how natural language processing (NLP) models make predictions. Despite the surge of new interpretation …...

39190