method ID: ernie

Related Papers

ERNIE: Enhanced Language Representation with Informative Entities

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractNeural language representation models such as BERT pre-trained on large-scale corpora can well capture rich semantic patterns from plain text, and be fine-tuned to consistently improve the performance of various …...

39822

Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractMost Chinese pre-trained models take character as the basic unit and learn representation according to character’s external contexts, ignoring the semantics expressed in the word, which is the smallest meaningful …...

37826

Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractCode switching is a linguistic phenomenon which may occur within a multilingual setting where speakers share more than one language. With the increasing communication between groups with different languages, this …...

24557

HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThis paper introduces our system at SemEval-2021 Task 5: Toxic Spans Detection. The task aims to accurately locate toxic spans within a text. Using BIO tagging scheme, we model the …...

25551

SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractSentiment analysis is a classical problem of natural language processing. SemEval 2022 sets a problem on the structured sentiment analysis in task 10, which is also a study-worthy topic in …...

24983

Training on Lexical Resources

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe propose using lexical resources (thesaurus, VAD) to fine-tune pretrained deep nets such as BERT and ERNIE. Then at inference time, these nets can be used to distinguish synonyms from …...

14430

CALM-Bench: A Multi-task Benchmark for Evaluating Causality-Aware Language Models

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractCausal reasoning is a critical component of human cognition and is required across a range of question-answering (QA) tasks (such as abductive reasoning, commonsense QA, and procedural reasoning). Research on …...

33427