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07/06/2023
Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment
Human communication often involves information gaps between the interloc...
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07/02/2023
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text
The task of textual geolocation - retrieving the coordinates of a place ...
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06/21/2023
Morphological Inflection with Phonological Features
Recent years have brought great advances into solving morphological task...
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05/26/2023
Conjunct Resolution in the Face of Verbal Omissions
Verbal omissions are complex syntactic phenomena in VP coordination stru...
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05/24/2023
ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds
This paper sheds light on the limitations of ChatGPT's understanding cap...
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04/03/2023
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
Disagreement in natural language annotation has mostly been studied from...
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12/19/2022
Multilingual Sequence-to-Sequence Models for Hebrew NLP
Recent work attributes progress in NLP to large language models (LMs) wi...
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11/28/2022
Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them All
We present a new pre-trained language model (PLM) for modern Hebrew, ter...
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11/15/2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
Can we teach natural language understanding models to track their belief...
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05/07/2022
UniMorph 4.0: Universal Morphology
The Universal Morphology (UniMorph) project is a collaborative effort pr...
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04/10/2022
Breaking Character: Are Subwords Good Enough for MRLs After All?
Large pretrained language models (PLMs) typically tokenize the input str...
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03/21/2022
Neural Token Segmentation for High Token-Internal Complexity
Tokenizing raw texts into word units is an essential pre-processing step...
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03/16/2022
Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study
In recent years, a flurry of morphological datasets had emerged, most no...
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02/25/2022
Morphology Without Borders: Clause-Level Morphological Annotation
Morphological tasks use large multi-lingual datasets that organize words...
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11/30/2021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
While neural language models often perform surprisingly well on natural ...
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09/24/2021
Text-based NP Enrichment
Understanding the relations between entities denoted by NPs in text is a...
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09/10/2021
Asking It All: Generating Contextualized Questions for any Semantic Role
Asking questions about a situation is an inherent step towards understan...
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08/12/2021
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance
In the domain of Morphology, Inflection is a fundamental and important t...
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06/27/2021
Draw Me a Flower: Grounding Formal Abstract Structures Stated in Informal Natural Language
Forming and interpreting abstraction is a core process in human communic...
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06/15/2021
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
Modality is the linguistic ability to describe events with added informa...
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04/17/2021
Minimal Supervision for Morphological Inflection
Neural models for the various flavours of morphological inflection tasks...
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04/08/2021
AlephBERT:A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With
Large Pre-trained Language Models (PLMs) have become ubiquitous in the d...
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10/12/2020
The Extraordinary Failure of Complement Coercion Crowdsourcing
Crowdsourcing has eased and scaled up the collection of linguistic annot...
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10/07/2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization
We study the problem of recognizing visual entities from the textual des...
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10/06/2020
A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration
One of the primary tasks of morphological parsers is the disambiguation ...
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10/06/2020
QADiscourse – Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines
Discourse relations describe how two propositions relate to one another,...
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07/30/2020
Neural Modeling for Named Entities and Morphology (NEMO^2)
Named Entity Recognition (NER) is a fundamental NLP task, commonly formu...
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05/04/2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?
It has been exactly a decade since the first establishment of SPMRL, a r...
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05/04/2020
pyBART: Evidence-based Syntactic Transformations for IE
Syntactic dependencies can be predicted with high accuracy, and are usef...
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04/06/2020
Evaluating NLP Models via Contrast Sets
Standard test sets for supervised learning evaluate in-distribution gene...
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03/10/2020
Ecological Semantics: Programming Environments for Situated Language Understanding
Large-scale natural language understanding (NLU) systems have made impre...
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09/19/2019
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation
Following navigation instructions in natural language requires a composi...
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08/15/2019