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09/10/2023
What's Hard in English RST Parsing? Predictive Models for Error Analysis
Despite recent advances in Natural Language Processing (NLP), hierarchic...
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06/20/2023
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization
Automatic summarization with pre-trained language models has led to impr...
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02/13/2023
Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data Diversity
Recent advances in discourse parsing performance create the impression t...
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02/01/2023
Are UD Treebanks Getting More Consistent? A Report Card for English UD
Recent efforts to consolidate guidelines and treebanks in the Universal ...
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12/23/2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning
Transformer language models (TLMs) are critical for most NLP tasks, but ...
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12/18/2022
Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help?
In this paper, we present strong baselines for the task of Feedback Comm...
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10/14/2022
A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsing
Foundational Hebrew NLP tasks such as segmentation, tagging and parsing,...
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05/01/2022
ELQA: A Corpus of Questions and Answers about the English Language
We introduce a community-sourced dataset for English Language Question A...
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12/17/2021
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes
Current work on automatic coreference resolution has focused on the Onto...
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10/12/2021
Anatomy of OntoGUM–Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms
SOTA coreference resolution produces increasingly impressive scores on t...
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09/15/2021
WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres
Previous work on Entity Linking has focused on resources targeting non-n...
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08/29/2021
Mischievous Nominal Constructions in Universal Dependencies
While the highly multilingual Universal Dependencies (UD) project provid...
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06/02/2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
SOTA coreference resolution produces increasingly impressive scores on t...
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11/03/2020
Exhaustive Entity Recognition for Coptic: Challenges and Solutions
Entity recognition provides semantic access to ancient materials in the ...
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11/03/2020
Treebanking User-Generated Content: a UD Based Overview of Guidelines, Corpora and Unified Recommendations
This article presents a discussion on the main linguistic phenomena whic...
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06/18/2020
AMALGUM – A Free, Balanced, Multilayer English Web Corpus
We present a freely available, genre-balanced English web corpus totalin...
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04/29/2020
A Cross-Genre Ensemble Approach to Robust Reddit Part of Speech Tagging
Part of speech tagging is a fundamental NLP task often regarded as solve...
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01/08/2020
A Neural Approach to Discourse Relation Signal Detection
Previous data-driven work investigating the types and distributions of d...
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12/11/2019
A Collaborative Ecosystem for Digital Coptic Studies
Scholarship on underresourced languages bring with them a variety of cha...
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09/02/2019
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations
We describe and evaluate different approaches to the conversion of gold ...
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04/23/2019
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection
In this paper we present GumDrop, Georgetown University's entry at the D...
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08/22/2018
A Characterwise Windowed Approach to Hebrew Morphological Segmentation
This paper presents a novel approach to the segmentation of orthographic...
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04/19/2018
A Predictive Model for Notional Anaphora in English
Notional anaphors are pronouns which disagree with their antecedents' gr...
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04/16/2018