Chinese Word Segmentation

Dataset: PKU MSR AS CityU (Chinese)

News Headlines Generation

Dataset: http://www.sogou.com/labs/resource/cs.php (Chinese)

Single Turn Conversation Response

Dataset: Weibo (Chinese)

Reference: Neural Responding Machine for Short-Text Conversation

Classical Chinese Poetry Generation

Dataset: http://homepages.inf.ed.ac.uk/mlap/Data/EMNLP14/ (Chinese)

Reference: Chinese Poetry Generation with Recurrent Neural Networks

Sentence Semantic Relatedness

Dataset: SICK

Reference: SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Sentence Classification

Dataset: SST

Reference: Recursive deep models for semantic compositionality over a sentiment treebank.

Dataset: MR

Reference: Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales.

Dataset: CR

Reference: Mining and Summarizing Customer Reviews

Dataset: SUBJ

Reference: A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts.

Dataset: MPQA

Reference: Annotating expressions of opinions and emotions in language.

Dataset: TREC

Reference: Learning question classifiers.