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Found 17 papers, 4 papers with code
Text Generation with Text-Editing Models
Text-editing models have recently become a prominent alternative to seq2seq models for monolingual text-generation tasks such as grammatical error correction, simplification, and style transfer.
A Simple Recipe for Multilingual Grammatical Error Correction
This paper presents a simple recipe to train state-of-the-art multilingual Grammatical Error Correction (GEC) models.
Ranked #1 on
Grammatical Error Correction
on Falko-MERLIN
(using extra training data)
Encode, Tag, Realize: High-Precision Text Editing
We propose LaserTagger - a sequence tagging approach that casts text generation as a text editing task.
Ranked #1 on
Sentence Fusion
on DiscoFuse
Redundancy Localization for the Conversationalization of Unstructured Responses
Conversational agents offer users a natural-language interface to accomplish tasks, entertain themselves, or access information.
Generating Pattern-Based Entailment Graphs for Relation Extraction
A common approach is to exploit existing knowledge to learn linguistic patterns expressing the target relation and use these patterns for extracting new relation mentions.
Automatic Prediction of Discourse Connectives
We formulate the task of discourse connective prediction and release a dataset of 2. 9M sentence pairs separated by discourse connectives for this task.
SynsetRank: Degree-adjusted Random Walk for Relation Identification
In relation extraction, a key process is to obtain good detectors that find relevant sentences describing the target relation.
Relation- and Phrase-level Linking of FrameNet with Sar-graphs
Recent research shows the importance of linking linguistic knowledge resources for the creation of large-scale linguistic data.
TEG-REP: A corpus of Textual Entailment Graphs based on Relation Extraction Patterns
Some express a relation that entails the target relation.
Creating Linked Data Morphological Language Resources with MMoOn - The Hebrew Morpheme Inventory
It will be shown how segmented Hebrew language data can be granularly described in a Linked Data format, thus, serving as an exemplary case for creating morpheme inventories of any inflectional language with MMoOn.
Annotating Relation Mentions in Tabloid Press
The current corpus is already in active use in our research for evaluation of the relation extraction performance of our automatically learned extraction patterns.
Language Resources and Annotation Tools for Cross-Sentence Relation Extraction
In this paper, we present a novel combination of two types of language resources dedicated to the detection of relevant relations (RE) such as events or facts across sentence boundaries.
