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Event Extraction

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

하위 태스크: 3
평가표: 9
보존된 평가 기록: 13

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/ez-hwh/autoextraction

공식 코드

Adaptive Ordered Information Extraction with Deep Reinforcement Learning

https://github.com/facebookresearch/Clinical-Trial-Parser

공식 코드

Information Extraction of Clinical Trial Eligibility Criteria

https://github.com/fastnlp/fastHan

공식 코드

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP

https://github.com/fdschmidt93/free-lunch-xlt

공식 코드

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging

https://github.com/fdschmidt93/ofa-xlt

공식 코드

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer

https://github.com/fe1ixxu/mixed-gradient-few-shot

공식 코드

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer

https://github.com/fhamborg/Giveme5W1H

공식 코드

Giveme5W1H: A Universal System for Extracting Main Events from News Articles

https://github.com/fishjh2/merge_label

공식 코드

Merge and Label: A novel neural network architecture for nested NER

https://github.com/fitz-like-coding/cwtm

공식 코드

CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling

https://github.com/flairNLP/flair

공식 코드

HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition

https://github.com/flairnlp/cleanconll

공식 코드

CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset

https://github.com/flyingmothman/bionlp

공식 코드

Comparing and combining some popular NER approaches on Biomedical tasks

https://github.com/foxlf823/sodner

공식 코드

A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition

https://github.com/frankkramer-lab/GERNERMED

공식 코드

GERNERMED -- An Open German Medical NER Model

https://github.com/frankkramer-lab/gernermed-pp

공식 코드

GERNERMED++: Transfer Learning in German Medical NLP

https://github.com/frankkramer-lab/gptnermed

공식 코드

Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP

https://github.com/fraunhofer-iais/arabic_nlp

공식 코드

Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training

https://github.com/fulstock/Methods-for-Recognizing-Nested-Terms

공식 코드

Methods for Recognizing Nested Terms

https://github.com/fuzihaofzh/band

공식 코드

BAND: Biomedical Alert News Dataset

https://github.com/gabriel819/zeroshot_ner

공식 코드

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages

https://github.com/ganchengguang/SLG-framework

공식 코드

Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition

https://github.com/gchhablani/toxic-spans-detection

공식 코드

NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques

https://github.com/gedeonmate/hungarian_static_embeddings

공식 코드

A Comparative Analysis of Static Word Embeddings for Hungarian

https://github.com/geode-project/ner-llm

공식 코드

Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models

https://github.com/githubarry/docie-probing

공식 코드

Probing Representations for Document-level Event Extraction

https://github.com/gmichalo/UmlsBERT

공식 코드

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus

https://github.com/graal-research/risc

공식 코드

RISC: Generating Realistic Synthetic Bilingual Insurance Contract

https://github.com/gt-salt/guided-adversarial-augmentation

공식 코드

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

https://github.com/gtfintechlab/finer

공식 코드

FiNER-ORD: Financial Named Entity Recognition Open Research Dataset

https://github.com/gtfintechlab/finer-ord

공식 코드

FiNER-ORD: Financial Named Entity Recognition Open Research Dataset

https://github.com/guanqun-yang/fewvulnerability

공식 코드

Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models

https://github.com/guanrunwei/findvehicle

공식 코드

FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system

https://github.com/guanrunwei/vehiclefinder-ctim

공식 코드

FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system

https://github.com/gyeongmin47/kochet

공식 코드

KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks

https://github.com/h2oai/h2o-llmstudio

공식 코드

h2oGPT: Democratizing Large Language Models

https://github.com/hccngu/metnet

공식 코드

Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition

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