[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Convert your PDFs and EPUBs into audiobooks effortlessly. Features intelligent text extraction, customizable text-to-speech settings, and efficient processing for low-resource systems.

Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)

Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization."

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Code of ICKG2020 best student paper: A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition

Official code for "Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models" to appear in WMT 2022.

In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks

Exploring ways to reduce Neural Machine Translation Memory and Computation through binarized networks

Source code for paper "PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration", Findings of IJCNLP-AACL 2023

Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, ICIP 2023

This repository is an open-source colleciton of various low-resource machine translation experiments.