Browse project ideas, reference papers, abstracts and academic guidance related to Natural Language Processing.
This M.Tech project topic focuses on BERT Fine-Tuning for Domain-Specific Text Classification. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used for…
Reference Paper: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
This M.Tech project topic focuses on Positional Attention-Based Named Entity Recognition with Low Computational Cost. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can…
Reference Paper: Positional Attention for Efficient BERT-Based Named Entity Recognition
This M.Tech project topic focuses on Aspect-Level Sentiment Analysis for Product Review Mining. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Bidirectional Encoder Representations from Transformers (BERT): A Sentiment Analysis Odyssey
This M.Tech project topic focuses on Low-Resource Neural Machine Translation with Back-Translation. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used for…
Reference Paper: Improving Neural Machine Translation Models with Monolingual Data
This M.Tech project topic focuses on Open-Domain Question Answering Using Dense Passage Retrieval. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Dense Passage Retrieval for Open-Domain Question Answering
This M.Tech project topic focuses on Instruction-Tuned LLM Fine-Tuning for Legal Document Summarization. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Training Language Models to Follow Instructions with Human Feedback
This M.Tech project topic focuses on RAG-Based Intelligent FAQ System for Educational Domains. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
This M.Tech project topic focuses on Multilingual Text Classification Using Cross-Lingual Transformers. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used for…
Reference Paper: Unsupervised Cross-lingual Representation Learning at Scale
This M.Tech project topic focuses on Zero-Shot Text Classification with Large Language Models. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Language Models are Few-Shot Learners (GPT-3)
This M.Tech project topic focuses on Dialogue Act Classification for Conversational AI Chatbots. It belongs to the Natural Language Processing area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
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