Amir Zeldes | DeepAI

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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...

0 Yang Janet Liu, et al. ∙

∙ 06/20/2023

GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization

Automatic summarization with pre-trained language models has led to impr...

0 Yang Janet Liu, et al. ∙

∙ 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...

0 Yang Janet Liu, et al. ∙

∙ 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 ...

0 Amir Zeldes, et al. ∙

∙ 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 ...

0 Luke Gessler, et al. ∙

∙ 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...

0 Shabnam Behzad, et al. ∙

∙ 10/14/2022

A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsing

Foundational Hebrew NLP tasks such as segmentation, tagging and parsing,...

0 Amir Zeldes, et al. ∙

∙ 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...

7 Shabnam Behzad, et al. ∙

∙ 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...

0 Amir Zeldes, et al. ∙

∙ 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...

0 YIlun Zhu, et al. ∙

∙ 09/15/2021

WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres

Previous work on Entity Linking has focused on resources targeting non-n...

0 Jessica Lin, et al. ∙

∙ 08/29/2021

Mischievous Nominal Constructions in Universal Dependencies

While the highly multilingual Universal Dependencies (UD) project provid...

0 Nathan Schneider, et al. ∙

∙ 06/02/2021

OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres

SOTA coreference resolution produces increasingly impressive scores on t...

0 YIlun Zhu, et al. ∙

∙ 11/03/2020

Exhaustive Entity Recognition for Coptic: Challenges and Solutions

Entity recognition provides semantic access to ancient materials in the ...

0 Amir Zeldes, et al. ∙

∙ 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...

0 Manuela Sanguinetti, et al. ∙

∙ 06/18/2020

AMALGUM – A Free, Balanced, Multilayer English Web Corpus

We present a freely available, genre-balanced English web corpus totalin...

0 Luke Gessler, et al. ∙

∙ 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...

0 Shabnam Behzad, et al. ∙

∙ 01/08/2020

A Neural Approach to Discourse Relation Signal Detection

Previous data-driven work investigating the types and distributions of d...

0 Amir Zeldes, et al. ∙

∙ 12/11/2019

A Collaborative Ecosystem for Digital Coptic Studies

Scholarship on underresourced languages bring with them a variety of cha...

0 Caroline T. Schroeder, et al. ∙

∙ 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 ...

0 Siyao Peng, et al. ∙

∙ 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...

0 Yue Yu, et al. ∙

∙ 08/22/2018

A Characterwise Windowed Approach to Hebrew Morphological Segmentation

This paper presents a novel approach to the segmentation of orthographic...

0 Amir Zeldes, et al. ∙

∙ 04/19/2018

A Predictive Model for Notional Anaphora in English

Notional anaphors are pronouns which disagree with their antecedents' gr...

0 Amir Zeldes, et al. ∙

∙ 04/16/2018

A Deeper Look into Dependency-Based Word Embeddings

We investigate the effect of various dependency-based word embeddings on...

0 Sean MacAvaney, et al. ∙

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