Alibaba-NLP

ACE

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

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.

EcomGPT

An Instruction-tuned Large Language Model for E-commerce

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

ProtoRE

Code for 'Prototypical Representation Learning for Relation Extraction'.

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

AIN

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

HLATR

Hybrid List Aware Transformer Reranking

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

IBKD

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

MarCo-Dialog

Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs

Alibaba-TREC-PM

Codes and data for Alibaba's winning systems at the TREC Precision Medicine Track 2020.

ICD-MSMN

[ACL 2022] Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding

Key-Point-Analysis

PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

Triaffine-nested-ner

[ACL 2022 Findings] Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition