Alibaba-NLP/ProtoRE

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Python
Created over 3 years ago
Updated over 3 years ago

Alibaba-NLP/ProtoRE

Alibaba-NLP

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Code for 'Prototypical Representation Learning for Relation Extraction'.

ACE

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

EcomGPT

An Instruction-tuned Large Language Model for E-commerce

HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

SeqGPT

SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding

KB-NER

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

Multi-CPR

[SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval

CLNER

[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

MultilangStructureKD

[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

MuVER

[EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations

RankingGPT

code for paper 《RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement》

DAAT-CWS

Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation

AISHELL-NER

[ICASSP 2022] AISHELL-NER: Named Entity Recognition from Chinese Speech

HLATR

Hybrid List Aware Transformer Reranking

AIN

Code for our EMNLP 2020 Paper "AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network"

MANNER

[ACL 2023] MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition

EBM-Net

Codes for the EMNLP'2020 paper "Predicting Clinical Trial Results by Implicit Evidence Integration".

CDQA

CDQA: Chinese Dynamic Question Answering Benchmark

StructuralKD

[ACL-IJCNLP 2021] Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor

MarCo-Dialog

IBKD

This is the official repository for the IBKD knowledge distillation method, as described in the paper .

Vec-RA-ODQA

Source code of paper Improving "Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts

Key-Point-Analysis