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 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...
diverse domains, including large language models, multimodal processing, video generation and editing, and the creation of interactive environments. Produced by leading research labs such as Meta, Google …[Read more...]about Advancing AI in 2024: Highlights from 10 Groundbreaking Research Papers ...
Natural language processing (NLP) has recently gained much attention for representing and analyzing human language computationally. It has spread its applications in various fields such as machine translation, email spam detection, information extraction, summarization, medical, and question answering etc. ...
"Natural Language Processing: The PLNLP Approach" describes a decade of computational linguistic work at IBM Research. A very broad-coverage NLP system, including a programming language (PLNLP), development tools, and analysis and synthesis components, was developed and incorporated into a variety of...
Natural Language Processing (NLP) is a branch of artificial intelligence that involves the design and implementation of systems and algorithms able to interact through human language. Thanks to the recent advances of deep learning, NLP applications have received an unprecedented boost in performance. In...
Natural language processingResearch trendsHot topicNeurosurgical research is a rapidly evolving field, with new research topics emerging continually. To provide a clearer understanding of the evolving research landscape, our study aimed to identify and analyze the prevalent research topics and trends in ...
What are Natural Language Processing Projects? NLP project ideas advanced encompass various applications and research areas that leverage computational techniques to understand, manipulate, and generate human language. These projects harness the power of artificial intelligence and machine learning to process ...
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...
Recent Advances in Natural Language Processing II: Selected Papers from RANLP \"97 This volume brings together selected and revised papers from the international conference on "Recent Advances in Natural Language Processing", held in Borovets, Bulgaria, in September 2005. The best papers have been ...