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Identifying the reason why an author cited another author.

Benchmarks

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Greatest papers with code

Deep contextualized word representations

NAACL 2018 flairNLP/flair

We introduce a new type of deep contextualized word representation that models both (1) complex characteristics of word use (e. g., syntax and semantics), and (2) how these uses vary across linguistic contexts (i. e., to model polysemy).

Ranked #2 on Citation Intent Classification on ACL-ARC (using extra training data)

CITATION INTENT CLASSIFICATION CONVERSATIONAL RESPONSE SELECTION COREFERENCE RESOLUTION LANGUAGE MODELLING NAMED ENTITY RECOGNITION NATURAL LANGUAGE INFERENCE QUESTION ANSWERING SEMANTIC ROLE LABELING SENTIMENT ANALYSIS

Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

ACL 2020 allenai/dont-stop-pretraining

Language models pretrained on text from a wide variety of sources form the foundation of today's NLP.

CITATION INTENT CLASSIFICATION

Structural Scaffolds for Citation Intent Classification in Scientific Publications

NAACL 2019 allenai/scicite

Identifying the intent of a citation in scientific papers (e. g., background information, use of methods, comparing results) is critical for machine reading of individual publications and automated analysis of the scientific literature.

 Ranked #1 on Citation Intent Classification on ACL-ARC (using extra training data)

CITATION INTENT CLASSIFICATION INTENT CLASSIFICATION READING COMPREHENSION SENTENCE CLASSIFICATION