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# Qiang Ning

3 paper cards in Mova's library · 2020–2021

Qiang Ning wrote 3 of the papers Mova reads, in 2020–2021; often with [Matt Gardner](https://md.mova.elamur.ai/free/en/docs/papers/authors/matt-gardner/), [Ally Zhang](https://md.mova.elamur.ai/free/en/docs/papers/authors/ally-zhang/), Ananth Gottumukkala.

[OpenAlex](https://openalex.org/A5032597148) · [ORCID](https://orcid.org/0000-0001-8321-866X) · [**h-index 24**](https://openalex.org/authors/A5032597148) · [2056 citations](https://openalex.org/authors/A5032597148) · [119 works](https://openalex.org/works?filter=author.id:A5032597148) — openalex, 2026-10-18

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=Qiang+Ning) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qiang+Ning) · [dblp](https://dblp.org/search?q=Qiang+Ning) · [ACL Anthology](https://aclanthology.org/search/?q=Qiang+Ning) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Qiang+Ning)

## Ideas Mova took (1)

From the ideas ledger: an idea tried, kept or queued, or measured with no gain, and what it gave.

- **kept** — Keep events in non-real modes out of «what happened» answers: negated frames (neg), conditional ones (cond) and the unrealised complements proposed in white-2016-universal-decompositional-semantics-universal-dependencies I1 do not answer «What did the lion… *([TORQUE: A Reading Comprehension Dataset of Temporal…](https://md.mova.elamur.ai/free/en/docs/papers/ning-2020-torque-reading-comprehension-dataset-temporal/) · an «if» clause is irrealis for the student (PRAG_OFF=cond-irrealis): 7702/2200→7704/2206 (35db4e3f7))*

## Papers

1. **[SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning](https://md.mova.elamur.ai/free/en/docs/papers/mirzaee-2021-spartqa-textual-question-answering-benchmark/)** *(2021)* `measured` The paper introduces a question-answering benchmark for spatial reasoning over text that is richer than the earlier synthetic bAbI spatial task.
2. **[Evaluating Models' Local Decision Boundaries via Contrast Sets](https://md.mova.elamur.ai/free/en/docs/papers/gardner-2020-evaluating-models-local-decision-boundaries/)** *(2020)* `measured` Standard test sets come from the same distribution as the training data, so a dataset with systematic gaps or annotation artifacts lets models score well with shallow heuristics.
3. **[TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions](https://md.mova.elamur.ai/free/en/docs/papers/ning-2020-torque-reading-comprehension-dataset-temporal/)** *(2020)* `1 idea kept` TORQUE asks temporal relations as reading-comprehension questions instead of labelling event pairs with Allen-style relations.

## Co-authors (32)

- [Matt Gardner](https://md.mova.elamur.ai/free/en/docs/papers/authors/matt-gardner/) ×2
- [Ally Zhang](https://md.mova.elamur.ai/free/en/docs/papers/authors/ally-zhang/)
- Ananth Gottumukkala
- Ben Bogin
- Ben Zhou
- [Dan Roth](https://md.mova.elamur.ai/free/en/docs/papers/authors/dan-roth/)
- [Daniel Khashabi](https://md.mova.elamur.ai/free/en/docs/papers/authors/daniel-khashabi/)
- [Dheeru Dua](https://md.mova.elamur.ai/free/en/docs/papers/authors/dheeru-dua/)
- Eric Wallace
- Gabriel Ilharco
- [Hannaneh Hajishirzi](https://md.mova.elamur.ai/free/en/docs/papers/authors/hannaneh-hajishirzi/)
- Hao Wu
- Hossein Rajaby Faghihi
- [Jiangming Liu](https://md.mova.elamur.ai/free/en/docs/papers/authors/jiangming-liu/)
- Jonathan Berant
- Kevin Lin
- [Nanyun Peng](https://md.mova.elamur.ai/free/en/docs/papers/authors/nanyun-peng/)
- [Nelson F. Liu](https://md.mova.elamur.ai/free/en/docs/papers/authors/nelson-f-liu/)
- Nitish Gupta
- [Noah A. Smith](https://md.mova.elamur.ai/free/en/docs/papers/authors/noah-a-smith/)
- Parisa Kordjamshidi
- Phoebe Mulcaire
- [Pradeep Dasigi](https://md.mova.elamur.ai/free/en/docs/papers/authors/pradeep-dasigi/)
- [Reut Tsarfaty](https://md.mova.elamur.ai/free/en/docs/papers/authors/reut-tsarfaty/)
- Roshanak Mirzaee
- Rujun Han
- [Sameer Singh](https://md.mova.elamur.ai/free/en/docs/papers/authors/sameer-singh/)
- Sanjay Subramanian
- Sihao Chen
- Victoria Basmov
- Yanai Elazar
- [Yoav Artzi](https://md.mova.elamur.ai/free/en/docs/papers/authors/yoav-artzi/)
- [← previous Pushpendre Rastogi](https://md.mova.elamur.ai/free/en/docs/papers/authors/pushpendre-rastogi/)
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