Discover cambridgeltl/retrofitted-bio-embeddings Open Source project

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Created over 5 years ago
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cambridgeltl

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Bio word embeddings retrofitted to verb clusters

visual-med-alpaca

Visual Med-Alpaca is an open-source, multi-modal foundation model designed specifically for the biomedical domain, built on the LLaMa-7B.

Python

358

MTL-Bioinformatics-2016

Python

223

sapbert

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

BioNLP-2016

xcopa

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

visual-spatial-reasoning

[TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.

Python

mirror-bert

[EMNLP'21] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

Python

composable-sft

A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.

Python

cometa

Corpus of Online Medical EnTities: the cometA corpus

Jupyter Notebook

autopeft

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL)

Python

parameter-factorization

Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer

Python

ContrastiveBLI

Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Python

PairS

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; arXiv preprint arXiv:2403.16950)

Python

link-prediction_with_deep-learning

Python

eva

[AAAI'21] Code release for "Visual Pivoting for (Unsupervised) Entity Alignment".

Python

mop

Codes for paper: Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

Python

python4cl

Introductory Python course for computational lingustics

Jupyter Notebook

adversarial-postspec

Auxiliary GAN for WE post-specialisation

Python

ClaPS

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning (Zhou et al.; EMNLP 2023 Findings)

Python

SIPHS

ACL2022_tutorial_multilingual_dialogue

Materials for "Natural Language Processing for Multilingual Task-Oriented Dialogue" Tutorial at ACL 2022

multi3woz

The official repository for Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems (TACL 2023)

Python

BLICEr

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Python

ECNMT

Emergent Communication Pretraining for Few-Shot Machine Translation

Python

multilabel-nn

Initializing neural networks for hierarchical multi-label text classification

Python

medlama

Python

post-specialisation

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

Python

MirrorWiC

[CoNLL'21] MirrorWiC: On Eliciting Word-in-Context Representationsfrom Pretrained Language Models

Python

e2e_tod_toolkit

A codebase for e2e ToD toolkit.

Python

sw_study

Roff

nn_for_LBD

Repository for paper 'Neural networks for open and closed Literature-based Discovery'

Python

chat

Python

lionlbd

Source code for the LION LBD Tool

JavaScript

prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Python

zepo

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al.)

Python

cancer-hallmark-cnn

Cancer hallmark CNN

Python

HELIN

Demo Entity Linking API for the HDR Text Analytic Team.

Python

COD

iso-study

Data sets and comparable Wikipedia samples used in our study on near-isomorphism between monolingual word embeddings

Python

hyperlex

HyperLex: a gold standard resource for measuring and evaluating how well semantic models capture graded or soft lexical entailment

ensembled-sicl

Python

RepEval-2016

Python

POSQA

Offical Repo of EMNLP Findings 2023 Paper: POSQA: Probe the World Models of LLMs with Size Comparisons

Python

bio-verbnet

Contains materials for BioVerbnet

panlex-bli

Bilingual lexicon induction (BLI) training and test sets extracted from PanLex - used in the work of Vulić et al. (EMNLP 2019)

bio-simverb

Python

bioverbnet

BioVerbNet: A large semantic-syntacticclassification of verbs in biomedicine

mling_sdgms

Python

response_reranking

Code repository for Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems (LREC-COLING 2024)

Python

sqatin

Code for Paper "SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU". Published at NAACL-2024 (main conference)

Python

fs-wrep

Pretrained function-specific vectors (Gerz et al., ACL 2020)

xling-postspec

Cross-lingual Semantic Specialization via Lexical Relation Induction

Python

biocaster_2021

This is a public repo for codes and resources of BioCaster 2021: http://www.biocaster.org

Java

sail-bli

Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Python

bmip-2017-practical

BMIP 2017 practical

deductive_reasoning_probing

Jupyter Notebook

uniprotidmap

UniProt ID mappings

Python

bmip-2018

Resources for BMIP ticked practical

Python

cambridgeltl/retrofitted-bio-embeddings

cambridgeltl

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