## Sentiment Analysis, Stylistic Analysis, and Argument Mining

#### 2019

| Title | Summary | Paper Source | TL;DR |
| ----- | ------- | ----- | --- |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | [dair.ai](https://medium.com/dair-ai/a-deep-learning-approach-to-improve-emotion-cause-extraction-135bd9ea3899) | [Paper](https://arxiv.org/abs/1906.01267) | [Contribute ✍️](https://github.com/dair-ai/nlp_paper_summaries/new/master/Sentiment%20Analysis%2C%20Stylistic%20Analysis%2C%20and%20Argument%20Mining)

#### 2018

| Title | Summary | Paper Source | TL;DR |
| ----- | ------- | ----- | ---- |
| DialogueRNN: An Attentive RNN for Emotion Detection in Conversations | [dair.ai](https://medium.com/dair-ai/dialoguernn-emotion-classification-in-conversation-1e389d035aff) | [Paper](https://arxiv.org/abs/1811.00405) | [Contribute ✍️](https://github.com/dair-ai/nlp_paper_summaries/new/master/Sentiment%20Analysis%2C%20Stylistic%20Analysis%2C%20and%20Argument%20Mining)
| Exploring Emoji Usage and Prediction Through a Temporal Variation Lens | [dair.ai](https://medium.com/dair-ai/deep-learning-and-time-to-predict-emojis-4a6256c16475) | [Paper](https://arxiv.org/abs/1805.00731) | [Contribute ✍️](https://github.com/dair-ai/nlp_paper_summaries/new/master/Sentiment%20Analysis%2C%20Stylistic%20Analysis%2C%20and%20Argument%20Mining)

#### 2017

| Title | Summary | Paper Source | TL;DR |
| ----- | ------- | ----- | --- |
| Context-Dependent Sentiment Analysis in User-Generated Videos | [dair.ai](https://medium.com/dair-ai/state-of-the-art-multimodal-sentiment-classification-in-videos-1daa8a481c5a) | [Paper](https://www.aclweb.org/anthology/P17-1081/) | [Contribute ✍️](https://github.com/dair-ai/nlp_paper_summaries/new/master/Sentiment%20Analysis%2C%20Stylistic%20Analysis%2C%20and%20Argument%20Mining)

#### 2016

| Title | Summary | Paper Source | TL;DR |
| ----- | ------- | ----- | --- |
| A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks | [dair.ai](https://medium.com/dair-ai/detecting-sarcasm-with-deep-convolutional-neural-networks-4a0657f79e80) | [Paper](https://arxiv.org/abs/1610.08815) | [Contribute ✍️](https://github.com/dair-ai/nlp_paper_summaries/new/master/Sentiment%20Analysis%2C%20Stylistic%20Analysis%2C%20and%20Argument%20Mining)
