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The Nature of NLP: Analyzing Contributions in NLP Papers
Natural Language Processing (NLP) is an established and dynamic field. Despite this, what constitutes NLP research remains debated. In this work, we address the question by …
Bing.comWhat is retrieval-augmented generation (RAG)? - IBM Research
RAG is an AI framework for retrieving facts to ground LLMs on the most accurate information and to give users insight into AI’s decision making process.
Bing.comNatural Language Processing - IBM Research
Natural Language Processing Much of the information that can help transform enterprises is locked away in text, like documents, tables, and charts. We’re building advanced …
Bing.comIBM Research addressing enterprise NLP challenges in 2020
In March 2020, IBM began integrating NLP features from IBM Research’s Project Debater into Watson Discovery, Watson Assistant and Watson Core Services to allow …
Bing.comHow Intel oneAPI tools are accelerating IBM's Watson ... - IBM …
The Watson NLP team out of IBM Research, partnered with Intel to improve Watson NLP performance with Intel oneDNN and Tensorflow, powered by OneAPI, and …
Bing.comAdaptive PII Mitigation Framework for Large Language Models
The system uses advanced NLP techniques, context-aware analysis, and policy-driven masking to ensure regulatory compliance. Benchmarks highlight the system’s …
Bing.comComparative Study of Open-source LLMs for text classification and ...
Large language models (LLMs) have been used for performing a variety of natural language processing (NLP) tasks in different domains. This work compares the performance …
Bing.comEpistemic Bias as a Means for the Automated Detection of …
We introduce a novel framework that combines knowledge from epistemology to enhance the detection of implicit injustices in text using NLP models to address these …
Bing.comSpeech and language patterns in autism: Towards natural …
We also describe recent advances in linguistic research, aided by automated methods and software like natural language processing (NLP) and speech analytic software. …
Bing.comMachine unlearning for LLMs - IBM Research
Machine unlearning as a field emerged about a decade ago in response to new online privacy laws giving citizens the “right to be forgotten.” The laws require companies to …
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