Many interpretation methods for neural models in natural language processing investigate how information is encoded inside hidden representations. However, these methods can only measure whether the information exists, not whether it is actually used by the model. We propose a methodology grounded in the...
Natural language processingPEGASUSText summarizationText-to-text transfer transformerAcademic and research papers serve as valuable platforms for disseminating expertise and discoveries to diverse audiences. The growing volume of academic papers, with nearly 7 million new publications annually, presents a ...
The Open Access Natural Language Processing Journal aims to advance modern understanding and practice of trustworthy, interpretable, explainable human-centered and hybrid Artificial Intelligence as it relates to all aspects of human language. The NLP journal affords a world-wide platform for … View ful...
NLP is the computerized approach to analyzing text that is based on both a set of theories and a set of technologies. And, being a very active area of research and development, it has no single all-agreed definition. The goal of NLP is “to accomplish human-like language processing”[50...
Natural Language Understanding (NLU) evaluation plays a key role in benchmarking progress in natural language processing (NLP) research. While common practice in natural language evaluation compares the model prediction to the majority label, Section 5.4 questions the value of continuing such evaluation...
Natural Language Processing (NLP) is a revolutionary field of artificial intelligence that focuses on bridging the gap between human language and computer understanding. Over the years, NLP has witnessed significant advancements. For example, it unlocks the potential to interpret, generate, and translate...
Natural language processing (NLP) has recently gained much attention for representing and analyzing human language computationally. It has spread its appli
Apple is sponsoring the Empirical Methods in Natural Language Processing (EMNLP) conference, which will take place in person from December 6…
Natural language processing (NLP) is a subfield of artificial intelligence (AI) that uses machine learning to help computers communicate with human language.
Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced result...