March 2020—SOTA on CNN/DM summarization, coreference, WT-103 LM; intent detection; snippet generation; en-hi MT

Updates during the last month include:

• New results on English-Hindi machine translation
• New results on intent detection (with code)
• State-of-the-art results on CNN / Daily Mail summarization
• State-of-the-art results on coreference resolution
• State-of-the-art language modelling results on WikiText-103
• A new corpus for query-based abstractive snippet generation

Feb 2020—Mogrifier code, Text simplification SOTA, GAP, Dialogue SOTA, Multilingual reading comprehension

Updates during the last month include:

• Code for the Mogrifier LSTM (ICLR 2020), SOTA on PTB and WikiText-2 is now online
• New SOTA models for text simplification
• New dataset on Gendered Ambiguous Pronoun (GAP) resolution
• Results from the Dialogue System Technology Challenge 8, SOTA on the Ubuntu IRC data
• New reading comprehension datasets in French, Russian, Chinese, and Korean

Jan 2020—SOTA on summarisation, coreference, AMR parsing; UCCA, Spoken Language Understanding, XSum

This is the first monthly release of NLP Progress.

Updates during the last month include:

• A new state of the art summarisation datasets
• New competitive LM results
• A new state of the art on coreference resolution
• A new semantic parsing task, UCCA parsing
• A new state of the art on AMR parsing
• A new task, spoken language understanding
• XSum, a new dataset for summarisation