---
title: "Workshop on Understanding Implicit and Underspecified"
description: "Workshop on Understanding Implicit and Underspecified Language 2021 — accepted papers: 1 paper in the Elamur Research library (Online)…"
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# Workshop on Understanding Implicit and Underspecified Language 2021 — accepted papers

Workshop on Understanding Implicit and Underspecified Language 2021 is the 2021 edition of the Workshop on Understanding Implicit and Underspecified Language, held in Online, August 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 8 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Online · 🗓 August 2021

[**8** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/unimplicit/2021/#works) · [**31** citations of these works](https://md.research.elamur.ai/free/en/venues/unimplicit/2021/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Human-Model Divergence in the Handling of Vagueness ↗](https://aclanthology.org/2021.unimplicit-1.6/)**Elias Stengel-Eskin, Jimena Guallar-Blasco, Benjamin Van Durme*39 citations*
2. **[Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction](https://md.research.elamur.ai/free/en/papers/kurfali-2021-let-s-be-explicit-about/)**Murathan Kurfalı, Robert Östling*14 citations · our summary*
3. **[Implicit Phenomena in Short-answer Scoring Data ↗](https://aclanthology.org/2021.unimplicit-1.2/)**Marie Bexte, Andrea Horbach, Torsten Zesch*4 citations*
4. **[UnImplicit Shared Task Report: Detecting Clarification Requirements in Instructional Text ↗](https://aclanthology.org/2021.unimplicit-1.4/)**Michael Roth, Talita Anthonio*4 citations*
5. **[TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 ↗](https://aclanthology.org/2021.unimplicit-1.8/)**Peratham Wiriyathammabhum*3 citations*
6. **[A Mention-Based System for Revision Requirements Detection ↗](https://aclanthology.org/2021.unimplicit-1.7/)**Ahmed Ruby, Christian Hardmeier, Sara Stymne*2 citations*

## All accepted papers (8)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Human-Model Divergence in the Handling of Vagueness ↗](https://aclanthology.org/2021.unimplicit-1.6/)**Elias Stengel-Eskin, Jimena Guallar-Blasco, Benjamin Van Durme*39 citations*
2. **[Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction](https://md.research.elamur.ai/free/en/papers/kurfali-2021-let-s-be-explicit-about/)**Murathan Kurfalı, Robert Östling*14 citations · our summary*
3. **[Implicit Phenomena in Short-answer Scoring Data ↗](https://aclanthology.org/2021.unimplicit-1.2/)**Marie Bexte, Andrea Horbach, Torsten Zesch*4 citations*
4. **[UnImplicit Shared Task Report: Detecting Clarification Requirements in Instructional Text ↗](https://aclanthology.org/2021.unimplicit-1.4/)**Michael Roth, Talita Anthonio*4 citations*
5. **[TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 ↗](https://aclanthology.org/2021.unimplicit-1.8/)**Peratham Wiriyathammabhum*3 citations*
6. **[A Mention-Based System for Revision Requirements Detection ↗](https://aclanthology.org/2021.unimplicit-1.7/)**Ahmed Ruby, Christian Hardmeier, Sara Stymne*2 citations*
7. **[Evaluation Guidelines to Deal with Implicit Phenomena to Assess Factuality in Data-to-Text Generation ↗](https://aclanthology.org/2021.unimplicit-1.3/)**Roy Eisenstadt, Michael Elhadad
8. **[Improvements and Extensions on Metaphor Detection ↗](https://aclanthology.org/2021.unimplicit-1.5/)**Weicheng Ma, Ruibo Liu, Lili Wang et al.

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction](https://md.research.elamur.ai/free/en/papers/kurfali-2021-let-s-be-explicit-about/) [Workshop on Understanding Implicit and Underspecified Language](https://md.research.elamur.ai/free/en/venues/unimplicit/)**Murathan Kurfalı, Robert Östling*2021 · 31 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Murathan Kurfalı**1 work here · 31 citations](https://md.research.elamur.ai/free/en/authors/murathan-kurfali/) · [🧑‍🔬**Robert Östling**1 work here · 31 citations](https://md.research.elamur.ai/free/en/authors/robert-ostling/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Stockholm University** Stockholm · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/stockholm-university/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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