--- title: "Peng Qi — papers and cards" description: "Peng Qi: 4 paper cards in the Research library (2017–2023), with what each paper is about, the ideas Mova took from it, and the co-authors." canonical: "https://research.elamur.ai/free/en/authors/peng-qi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/peng-qi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Peng Qi # Peng Qi 4 paper cards in the Research library · 2017–2023 Peng Qi wrote 4 of the papers Mova reads, in 2017–2023, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/); often with [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/), [Christopher Manning](https://md.research.elamur.ai/free/en/authors/christopher-manning/), Jason Bolton. [OpenAlex](https://openalex.org/A5041658523) · [ORCID](https://orcid.org/0000-0001-9378-3355) · [**h-index 11**](https://openalex.org/authors/A5041658523) · [1488 citations](https://openalex.org/authors/A5041658523) · [31 works](https://openalex.org/works?filter=author.id:A5041658523) — openalex-snapshot, 2026-10-14 The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Peng+Qi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Peng+Qi) · [dblp](https://dblp.org/search?q=Peng+Qi) · [ACL Anthology](https://aclanthology.org/search/?q=Peng+Qi) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Peng+Qi) Topics: [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) 2 · [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) 1 ## Papers 1. **[PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations](https://md.research.elamur.ai/free/en/papers/qi-2023-pragmaticqa-dataset-pragmatic-question-answering/)** *(2023)* The dataset has 6,873 question-answer pairs in teacher-student conversations about Fandom wiki topics. For each student question the teacher marks literal answer spans, pragmatic spans that answer the follow-up the student is likely to ask, and a paraphrased final answer. Crowdworkers choose topics of mutual interest… 2. **[Stanza: A Python Natural Language Processing Toolkit for Many Human Languages](https://md.research.elamur.ai/free/en/papers/ud-2020-qi-stanza-python-natural-language-processing/)** *(2020)* Stanza is a Python toolkit whose pipeline is neural from raw text to dependencies, for 66 languages. It has a combined tokenizer and sentence splitter, multi-word-token expansion (a frequency lexicon with a sequence-to-sequence model), a POS and feature tagger that conditions XPOS and features on UPOS, a lemmatizer… 3. **[Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task](https://md.research.elamur.ai/free/en/papers/ud-2017-dozat-stanford-s-graph-based-neural/)** *(2017)* The Stanford system is a biaffine graph parser: a BiLSTM encoder, separate ReLU layers for the head and dependent roles of arcs and labels, and biaffine scorers for arcs and labels. 4. **[Arc-swift: A Novel Transition System for Dependency Parsing](https://md.research.elamur.ai/free/en/papers/ud-2017-qi-arc-swift-novel-transition-system/)** *(2017)* Transition-based parsers reach a distant attachment only through a sequence of local shifts and reduces, and every step is a place to make an error. ## Co-authors (8) - [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) ×3 - [Christopher Manning](https://md.research.elamur.ai/free/en/authors/christopher-manning/) - Jason Bolton - Jing Huang - Nina Du - [Timothy Dozat](https://md.research.elamur.ai/free/en/authors/timothy-dozat/) - Yuhao Zhang - Yuhui Zhang ## More papers in the library (2) Pages of the Research library: our summary, the ideas, references and who cites each. - [Graph Convolution over Pruned Dependency Trees Improves Relation Extraction](https://md.research.elamur.ai/free/en/papers/zhang-2018-graph-convolution-over-pruned-dependency/) — Yuhao Zhang, Peng Qi, Christopher D. Manning · 2018 - [HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering](https://md.research.elamur.ai/free/en/papers/yang-2018-hotpotqa-dataset-diverse-explainable-multi/) — Zhilin Yang, Peng Qi, Saizheng Zhang, et al. · 2018