| Project Name | Authors |
| Context-Based Models for Sarcasm Detection | Nicholas Nestor Benavides, Angelo Reyes Ramos |
| Wikipedia Simplifier | Daniel Kharitonov |
| Measuring Impact and Consumption of Local News in a Changing Environment | Yu-chen Tuan, Austin Pennington, Anish Saha |
| Inclusivity-Exclusivity Inference Using Recurrent Neural Networks | Santosh Murugan, Elissa Yiyi Li |
| Enhancing Arabic Diacritization with Word-Ending Specific Models | Ahmed Abdallah Shuaibi, Hassan Hossam Fahmy |
| Music Recommendation for Podcast Scripts: Detecting Emotion from Text | Anne Liu Lee, Shreya Ravi, Alex Ping Tsun |
| Couplet Scoring and Prediction using ALBERT | Ju Huo |
| Can FOMC Minutes Predict the Federal Funds Rate? | Ye Ye |
| DeepSumm - Deep Code Summaries using Neural Transformer Architecture | Vivek Kumar Gupta |
| DeepClassic: Music Generation with Neural Networks | Raphael Andreas Rene Abbou |
| How much does pre-trained information help? Partially re-initializing BERT during fine-tuning to analyze the contribution of layers | Davide Giovanardi, Trisha Singh |
| Sentence Boundary Detection in Legal Texts | Krithika Iyer |
| Keyword-based Code Auto-Complete | Rui Aguiar, Faraz Fadavi Akhavan Bonab |
| Evaluation Metrics for Split and Rephrase | Rui Yan |
| Idiomatic Language Translation and Transfer Learning | David Andres Estrada-Arias, Jupinder Parmar |
| Improvement of deep learning techniques for ICD-9 code classification using MIMIC-III medical notes | Derek Russell Jow, Anthony Li, Soham Uday Gadgil |
| DrCoding: Using Transformers to Predict ICD-9 Codes from Discharge Summaries | Tom Jin |
| You Don’t Sound Like Me: Analyzing Hiring Based on Pre-hire Language Use | Samaksh Ajay Goyal |
| Detecting Bias in Lending Data with NLP Models | Orion Earl Darley, Senthil Selvaraj |
| Speech Recognition for Accented English | Sasha Harrison, Claire Marika Pajot |
| Predicting ICD-9 Codes from Medical Notes - Does the Magic of BERT Applies Here? | Yiyun Chen |
| Multilingual Customized Bert for Zero Shot Sequence Classification | Yuehao Wu |
| Combining NLP and Computer Vision to Help Blind People | Volha Leusha |
| Synth-tax: Modification of BERT Syntax Representations via Structural Probes | Benjamin Louis Newman, Julia Xiaozhe Gong, Kai-Siang Ang |
| ClinicalBertSum: RCT Summarization by Using Clinical BERT Embeddings | Xiaomeng Jin, Zihan Wang, Mingyi Lu |
| What errors are made by TyDi QA systems? | Nivedita Rahurkar |
| More Abstractive Summarization with Pointer-Generator Networks | Michael Andres Lin |
| Generate Symbolic Plans for Long-Horizon Robot Manipulation Tasks | Karen Yang |
| DAMsL: A meta-learning based approach for dialogue state tracking | Avanika Narayan, Josh Hedtke |
| Improving Language Generation with Sentence Coherence Objective | Jie Yang, Ruixiao Sun, Mehrdad Yousefzadeh |
| Document Classification with DocBERT, et. Al. | Dale Angus |
| BERT Goes to College: Understanding the Role of Pretrained Layers During Finetuning | Daniel Huang, Jacky Lin, Shan Zhou |
| Inside-Out Code Auto-Completion | Lauren Gillespie, Gabriel Poesia Reis e Silva, Scott Viteri |
| Ensemble-Learning for Sustainable NLP | Surya Narayanan Hari, Elena Berman |
| Man vs. Machine: Master Debating with Argumentative Dialogue | Jason Jin Zhao |
| What is a Fact? | Juliette Elizabeth Love, Kevin Ji, Moritz Pascal Stephan |
| Deep learning-based detection of Dysarthric speech disability | Siddhartha Prakash |
| Fine-Tuned BERT for the Detection of Political Ideology | Maria Del Mar Castanos, Alexandre Simoes Gomes Junior |
| Modeling Long-Distance Dependencies with Second-Order LSTMs | Yifeng Lin, Sam Alan Spinner, Noa Flora Bendit-Shtull |
| Hierarchical Reward Shaping Reinforcement Learning for Paragraph Generation | Heejung Chung, Alex Nam |
| Plot Holes and Text Topology | Egor Alimpiev, Vivek Robert Myers |
| Simple Transformers for PHI De-identification | Aditya Khandelwal, Arjun Soin |
| Evaluating a relationship between mental health and wearable sensors using NLP | Artem Alex Trotsyuk |
| Typologically Diverse QA: How many training examples do you need for a new language anyway? | Caterina Wu, Tassica Linmei Lim, Tatiana Wu |
| A Comparative Study of Neural Question Generation Models | Ankit Dwivedi, Arunothia Marappan |
| Know When To Abstain: Calibrating Question Answering System under Domain Shift | Wanze Xie, Ruocheng Wang |
| A Close Examination of Factual Correctness Evaluation in Abstractive Summarization | Yuhui Zhang |
| Second-order RNNs: Resurgence of Recurrence | Shreya Singh, Sundararajan Renganathan |
