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2022-cat

Improving Machine Translation Systems via Isotopic Replacement

2022-lrlnmt

2022naacl-treemix

Code for 2022 NAACL paper TreeMix

2023-adaptive-mt-llm-fine-tuning

Fine-tuning Mistral LLM for Adaptive Machine Translation

2023-awesome-instruction-learning

Papers and Datasets on Instruction Learning / Instruction Tuning. ✨✨✨

2023-bdtd

Back Deduction Based Testing for Word Sense Disambiguation Ability of Machine Translation Systems

2023-holly-benchmark

This repository contains a dataset for semantically appropriate application of lexical constraints in NMT.

2023-perturbation-basedqe

Perturbation-based QE: An Explainable, Unsupervised Word-level Quality Estimation Method for Blackbox Machine Translation

2023-pmc-llama

The official codes for "PMC-LLaMA: Towards Building Open-source Language Models for Medicine"

2023-tim

code for Teaching LM to Translate with Comparison

2023-treeswap

Complimentary code for our paper TreeSwap: Data Augmentation for Machine Translation via Dependency Subtree Swapping (RANLP 2023)

2023-wicl

Code for EMNLP 2023 Findings paper: "Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning"

2023acl-awesomeqe-contrast

aaai23-mono4simt

Implementation of the paper “Improving Simultaneous Machine Translation with Monolingual Data”.

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

acl22_short_transfer-mt-submit

Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation; ACL 2022 (Main conference); Official Code.

acnn

Relation Classification via Multi-Level Attention CNNs

act4nat

naacl22, Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints

aes

A deep neural model for automatic essay scoring

aggcn_tacred

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

annotated-semantic-relationships-datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

antnre

AntNLP Neural Relation Extraction

applsci-1927936

[2022] Research on Traditional Mongolian-Chinese Neural Machine Translation Based on Dependency Syntactic Information and Transformer

asgcn

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

aspect-sentiment-classification

atlop

Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021

atnre

Adversarial Training for Neural Relation Extraction

attention-based-bilstm-relation-extraction

Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention_bilstm_for_relation_classification

Pytorch: BiLSTM-Attention for Relation Classification