LiyuanLucasLiu / LightNER
Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)
☆116Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for LightNER
- Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling☆146Updated 4 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆108Updated 3 years ago
- Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126☆69Updated 4 years ago
- Deep Relevance Ranking Using Enhanced Document-Query Interactions☆112Updated 5 years ago
- Code for neural-el - EMNLP'17☆85Updated last year
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆49Updated 5 years ago
- Library for fast text representation and extreme classification.☆151Updated 3 years ago
- This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural Question Answering with Answer Re-Ranking.☆84Updated 2 years ago
- ☆119Updated 5 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning☆51Updated 5 years ago
- LexDecomp is an implementation of the Answer Selection (AS) model proposed in the paper Sentence Similarity Learning by Lexical Decomposi…☆51Updated 6 years ago
- Stochastic Answer Networks (SAN) for Machine Reading Comprehension☆149Updated 5 years ago
- XLNet: fine tuning on RTX 2080 GPU - 8 GB☆154Updated 5 years ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆111Updated 2 years ago
- Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)☆37Updated 5 years ago
- Reproducing Densely Interactive Inference Network in Keras☆74Updated 6 years ago
- ☆47Updated 4 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆57Updated 6 years ago
- add BERT to encoder part for https://github.com/memray/seq2seq-keyphrase-pytorch☆80Updated 5 years ago
- "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation☆145Updated 2 months ago
- Entity-Duet Neural Ranking Model☆153Updated 3 years ago
- PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)☆88Updated 5 years ago
- A simple example for how to build your own model using AllenNLP as a dependency.☆113Updated 4 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- A PyTorch implementation of a Bi-LSTM CRF with character-level features☆63Updated 5 years ago
- Code for the paper: GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling☆68Updated 5 years ago