Research Projects Ideas Natural Language Processing

Natural Language Processing Research Projects Ideas, Topics, and Areas

Here, I am sharing with you a list of Natural Language Processing Research Topics ideas MS Ph.D.

1. Measuring discretion and delegation in legislative texts: methods and application to US states
2. Machine Learning Use Cases in AWS
3. A deep convolutional neural network for COVID-19 detection using chest X-rays
4. Artificial intelligence in ophthalmology and healthcare: An updated review of the techniques in use
5. Wineinformatics: Using the Full Power of the Computational Wine Wheel to Understand 21st Century Bordeaux Wines from the Reviews. Beverages 2021, 7, 3
6. [BOOK][B] Artificial Intelligence Simplified: Understanding Basic Concepts
7. Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events
8. Potentials of AI in medical image analysis in Gastroenterology and Hepatology
9. Dimensions of Transparency in NLP Applications
10. Mining Domain-specific Component-Action Links for Technical Support Documents
11. CLVSA: A convolutional LSTM based variational sequence-to-sequence model with attention for predicting trends of financial markets
12. What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure
13. Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing
14. [BOOK][B] Cognitive Design for Artificial Minds
15. Classification of academic events from their textual description
16. Patient trajectories among persons hospitalized for COVID-19: a cohort study
17. Learning a binary search with a recurrent neural network. A novel approach to ordinal regression analysis
18. Convolutional neural network
19. Automatic scoring of Chinese fill-in-the-blank questions based on improved P-means
20. A New Methodology on Sentiment Analysis
21. Bytesing: A chinese singing voice synthesis system using duration allocated encoder-decoder acoustic models and wavernn vocoders
22. Lifelong and continual learning dialogue systems: learning during conversation
23. The profner shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora
24. Efficient Calculation of Adversarial Examples for Bayesian Neural Networks
25. Hierarchical deep multi-modal network for medical visual question answering
26. Scared into Action: How Partisanship and Fear are Associated with Reactions to Public Health Directives
27. Semantically Tractable Questions: Theory and Experiments
28. Conversational transfer learning for emotion recognition
29. Towards Interpretable Ensemble Learning for Image-based Malware Detection
30. In-room Voice-Based AI Digital Assistants Transforming On-Site Hotel Services and Guests’ Experiences
31. An Approach for Textual Based Clustering Using Word Embedding
32. A Neural Question Answering System for Basic Questions about Subroutines
33. Persistent Anti-Muslim Bias in Large Language Models
34. On consistency scores in text data with an implementation in R
35. Deep Learning in X-ray Testing
36. Sentiment Analysis of Pulwama Attack Using Twitter Data
37. Local Translation Services for Neglected Languages
38. Laura Benítez, Sergi Cervell, Gerard Escudero, Mònica López, German Rigau and Mariona Taulé.
39. A model for learning structured representations of similarity and relative magnitude from experience
40. Pretraining techniques for sequence-to-sequence voice conversion
41. Sentiment Analysis for Troll Detection on Weibo
42. Aho Alfred V., Ravi Sethi, Jeffrey D. Ullman
43. Quantifying Structural and Non-structural Expectations in Relative Clause Processing
44. Identification of Author Profiles Through Social Networks
45. Explainable Neural Network-based Modulation Classification via Concept Bottleneck Models
46. Emotional intensity-based success prediction model for crowdfunded campaigns
47. Mapping the space of chemical reactions using attention-based neural networks
48. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering
49. Potential Deep Learning Solutions to Persistent and Emerging Big Data Challenges—A Practitioners’ Cookbook
50. Detecting misogyny in Spanish tweets. An approach based on linguistics features and word embeddings
51. Steganographic visual story with mutual-perceived joint attention
52. Detecting Abusive Comments Using Ensemble Deep Learning Algorithms
53. HARP: A Novel Hierarchical Attention Model for Relation Prediction
54. Multi-stage hybrid embedding fusion network for visual question answering
55. Knowledge distillation: A survey
56. Fairness-by-design dempster-shafer reasoning system
57. Personalized Word Recommendation System Using Sentiment Analysis
58. Predicting Relative Depth between Objects from Semantic Features
59. X-Reality Museums: Unifying the Virtual and Real World Towards Realistic Virtual Museums
60. Siamese neural networks: An overview
61. Lists with and without syntax: A new approach to measuring the neural processing of syntax
62. HuBERT: How much can a bad teacher benefit ASR pre-training?
63. Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification
64. Multi-Entity Collaborative Relation Extraction
65. Does Hospital Room Environment Affect Serious Illness Conversation Dynamics?
66. Integrating multi-network topology for gene function prediction using deep neural networks
67. An Open System for Collection and Automatic Recognition of Pottery through Neural Network Algorithms
68. Review of Artificial Intelligence Cyber Threat Assessment Techniques for Increased System Survivability
69. The neurophysiological processing of music in children: A systematic review with narrative synthesis and considerations for clinical practice in music therapy
70. KI: Hype oder Technologie der Zukunft?
71. Initial chest radiographs and artificial intelligence (AI) predict clinical outcomes in COVID-19 patients: analysis of 697 Italian patients
72. Towards Understanding and Evaluating Structural Node Embeddings
73. Solving forward and inverse problems of the logarithmic nonlinear Schrödinger equation with PT-symmetric harmonic potential via deep learning
74. Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddings
75. Sanskrit Parsing Following Indian Theories of Verbal Cognition
76. ” Did you know that David Beckham speaks nine languages?”: AI-supported production process for enhanced personalization of audio-visual content
77. Digital Medical School: New Paradigms for Tomorrow’s Surgical Education
78. Public Procurement and Innovation for Human-Centered Artificial Intelligence
79. Contextually Aware Multimodal Emotion Recognition
80. Legal requirements on explainability in machine learning
81. CovidSens: a vision on reliable social sensing for COVID-19
82. Extreme Classification
83. Pharmacovigilance in the era of social media: Discovering adverse drug events cross-relating Twitter and PubMed
84. Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location …
85. Online multilingual hate speech detection: experimenting with Hindi and English social media
86. Attentive capsule network for click-through rate and conversion rate prediction in online advertising
87. Personalized Ranking of Online Reviews Based on Consumer Preferences in Product Features
88. A tutorial on deep learning-based data analytics in manufacturing through a welding case study
89. Capturing Multi-Resolution Context by Dilated Self-Attention
90. Designing an Intuitionistic Fuzzy Network Data Envelopment Analysis Model for Efficiency Evaluation of Decision-Making Units with Two-Stage Structures
91. Prediction of Postoperative Complications for Patients of End Stage Renal Disease
92. VDA: Deep Learning based Visual Data Analysis in Integrated Edge to Cloud Computing Environment
93. Governance in Smart City: An Approach Based on Social Network
94. Abstraction of ‘C’Program from Algorithm
95. Transformer in transformer
96. A Bibliometric Insight of Genetic Factors in ASD: Emerging Trends and New Developments
97. Improving Video Captioning with Temporal Composition of a Visual-Syntactic Embedding
98. Entity set expansion in knowledge graph: a heterogeneous information network perspective
99. GPT-3: What’s it good for?
100. An overview of deep-learning-based audio-visual speech enhancement and separation
101. Cognitive informatics
102. Assessing Online Sustainability Communication of Italian Cultural Destinations–A Web Content Mining Approach
103. Learning to rank for multi-label text classification: Combining different sources of information
104. Deep Learning Architectures for Medical Diagnosis
105. The better way to onboard AI
106. Zipfian regularities in “non-point” word representations
107. Code prediction by feeding trees to transformers
108. COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data
109. Model for Predicting Academic Performance in Virtual Courses Through Supervised Learning
110. dh2loop 1.0: an open-source python library for automated processing and classification of geological logs
111. Impact analysis of adverbs for sentiment classification on Twitter product reviews
112. Study and Applications of Fuzzy Systems in Domestic Products
113. Deep Domain Adaptation under Label Scarcity
114. A Dynamical Systems Perspective on Online Bayesian Nonparametric Estimators with Adaptive Hyperparameters
115. Risk of coronavirus disease 2019 (COVID-19) acquisition among emergency department patients: A retrospective case control study
116. Neural Text Normalization in Speech-to-Text Systems with Rich Features
117. On the Calibration and Uncertainty of Neural Learning to Rank Models
118. Book review: Ronny Scholz (ed.), Quantifying Approaches to Discourse for Social Scientists
119. English Character Image Feature Semantic Block Processing for English-Chinese Machine Translation
120. Artificial intelligence in paediatric radiology: Future opportunities
121. An Implementation of a System for Video Translation Using OCR
122. What’s in a code? The code-inference distinction in Neo-Gricean Pragmatics, Relevance Theory, and Integral Linguistics
123. A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph
124. Application of Surveillance of Communicable Disease Risk Using Expert Systems
125. Does the whole exceed its parts? the effect of ai explanations on complementary team performance
126. Neural abstractive text summarization with sequence-to-sequence models
127. Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems
128. Implementation and Experiment of Join Optimization Algorithm for Inverted Index in an RDBMS
129. Public reasoning about voluntary assisted dying: An analysis of submissions to the Queensland Parliament, Australia
130. Graph-of-Tweets: A Graph Merging Approach to Sub-event Identification
132. Reasoning for Resolving Customer Complaints
133. Sixteen facial expressions occur in similar contexts worldwide
134. Coronary Artery Disease Phenotype Detection in an Academic Hospital System Setting
135. LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT
136. Information Blocking Remains Prevalent at the Start of 21 Century Cures: Results from a Survey of Health Information Exchange Organizations
137. A Review of Cortical and Subcortical Stimulation Mapping for Language
138. Value co-creation in smart services: a functional affordances perspective on smart personal assistants
139. A Survey on Deep Reinforcement Learning for Audio-Based Applications
140. Lambdanetworks: Modeling long-range interactions without attention
141. Federated learning for healthcare informatics
142. Risk factors for in-patient admission among adults with intellectual disability and autism: investigation of electronic clinical records
143. Employability implications of artificial intelligence in healthcare ecosystem: responding with readiness
144. ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information
145. Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis
146. Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing
147. Recommending Statutes: A Portable Method Based on Neural Networks
148. Raising the Flag: Monitoring User Perceived Disinformation on Reddit
149. FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention
150. A Short Tutorial on The Weisfeiler-Lehman Test And Its Variants
151. Component-Based Evaluation for Question Answering
152. Task Adaptive Pretraining of Transformers for Hostility Detection
153. A Study on Implementation of Text Analytics over Legal Domain
154. Attention-based word embeddings using Artificial Bee Colony algorithm for aspect-level sentiment classification
155. Deep neural network-based recognition of entities in Chinese online medical inquiry texts
156. Design Ideation Through Speculative Fiction: Foundational Principles & Exploratory Study
157. An Approach Toward Stateless Chatbots with the Benefit of Tensorflow Over Spacy Pipeline
158. Interactive Generalization of a Translation Example
159. Exploiting dependency information to improve biomedical event detection via gated polar attention mechanism
160. BERT & Family Eat Word Salad: Experiments with Text Understanding
161. tax2vec: Constructing interpretable features from taxonomies for short text classification
162. SVM and GMM based Speech/music Classification using SBC
163. Identifying Critical Topics for Successful Games in Game Reviews by Applying Latent Dirichlet Allocation
164. A scoping review of machine learning in psychotherapy research
165. Not all implicatures can be used to lie: Evidence from deceptive language in German and Chinese
166. Conclusions and Outlooks
167. A multi-modal approach towards mining social media data during natural disasters-a case study of Hurricane Irma
168. No buzz for bees: Media coverage of pollinator decline
169. Predicting the Big-Five Personality Traits from Handwriting
170. Stakeholder Participation in Policy Making: Evidence from Medicare Fee Schedule Revisions
171. Transformer-based approach towards music emotion recognition from lyrics
172. Improving Object Detection Quality by Incorporating Global Contexts via Self-Attention
173. Bayesian model for pedestrian’s behavior analysis based on image and video processing
174. Data-driven computational models reveal perceptual simulation in word processing
175. Neural signatures of inhibitory control in intra-sentential code-switching: Evidence from fMRI
176. A transfer learning model with multi-source domains for biomedical event trigger extraction
177. “AI’s gonna have an impact on everything in society, so it has to have an impact on public health”: a fundamental qualitative descriptive study of the …
178. Modulation of response times during processing of emotional body language
179. Predicting Host Phenotype Based on Gut Microbiome Using a Convolutional Neural Network Approach
180. Eye Tracking in Second Language Acquisition and Bilingualism: A Research Synthesis and Methodological Guide. Aline Godfroid
181. Deep Learning-Based Logging Recommendation Using Merged Code Representation
182. C-reactive protein and clinical outcomes in patients with COVID-19
183. A scientometric overview of CORD-19
184. Machine Learning Models for Predicting, Understanding and Influencing Health Perception
185. NPMREC: NPM Packages and Similar Projects Recommendation System
186. On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
187. VinVL: Making Visual Representations Matter in Vision-Language Models
188. Investigating the Vision Transformer Model for Image Retrieval Tasks
189. KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
190. Novel Methods Based on CNN for Improved Bacteria Classification
191. Temporal Knowledge Graph Forecasting with Neural ODE
192. Random Fourier Feature Based Deep Learning for Wireless Communications
193. Introduction to Artificial Intelligence
194. Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks
195. Study the Significance of ML-ELM Using Combined PageRank and Content-Based Feature Selection
196. Explain and Predict, and then Predict again
197. Pattern of cortical thinning in logopenic progressive aphasia patients in Thailand
198. Utilizing an automated tool analysis to evaluate EFL students’ writing performances
199. Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification
200. An OT-ET Analysis of Polish Singular-Plural Pairs
201. An Unsupervised Technique to Generate Summaries from Opinionated Review Documents
202. A Virtual Social Promotion Chatbot with Persuasion and Rhetorical Coordination
203. Iterative multi-scale residual network for deblurring
204. Classifying Common Vulnerabilities and Exposures Database Using Text Mining and Graph Theoretical Analysis
205. AI in healthcare: A narrative review
206. Tourist Experiences at Overcrowded Attractions: A Text Analytics Approach
207. Do Tourists from Different Countries Interpret Travel Experience with the Same Feeling? Sentiment Analysis of TripAdvisor Reviews
208. Generation of Alternative Clusterings Using Multi-objective Particle Swarm Optimization
209. Research Programs Based on Machine Intelligence Games
210. Evolving uses of artificial intelligence in human resource management in emerging economies in the global South: some preliminary evidence
211. The “Old” Issues of the “New” Artificial Intelligence Systems in Professional Activities
212. Bipolar Neutrosophic Competition Graphs
213. A deep learning framework combined with word embedding to identify DNA replication origins
214. A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection
215. The views of health guideline developers on the use of automation in health evidence synthesis
216. Review on Predicting Student Performance
217. Future of BERT Models
218. Action Word Prediction for Neural Source Code Summarization
219. Quantum Mathematics in Artificial Intelligence
220. Sustainable Cyber-Physical Production Systems in Big Data-Driven Smart Urban Economy: A Systematic Literature Review
221. Outlier exposure with confidence control for out-of-distribution detection
222. Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization
223. Flame Image Processing and Classification Using a Pre-Trained VGG16 Model in Combustion Diagnosis
224. Interpersonal distance in VR: reactions of older adults to the presence of a virtual agent
225. A detailed behavioral analysis on consumer and customer changing behavior with respect to social networking sites
226. Type4Py: Deep Similarity Learning-Based Type Inference for Python
227. Reducing the Spread of Internet Misinformation in IBD: Ethics and Responsibility
228. Multi-label Ranking: Mining Multi-label and Label Ranking Data
229. You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module
230. ” An Ideal Human” Expectations of AI Teammates in Human-AI Teaming
231. Development and Optimization of Clinical Informatics Infrastructure to Support Bioinformatics at an Oncology Center
232. Integration of social and IoT technologies: architectural framework for digital transformation and cyber security challenges
233. Algorithms Towards the Automated Customer Inquiry Classification
234. Researching Nursing Informatics in a Digital Age
235. Lexical processing in comprehension and production: Experimental perspectives
236. Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning
237. Duygu analizi ve yapay sinir agi kullanilarak envanter rotalama problemi için talep tahmini

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