Cambridge Language Technology Lab

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72 repositories

zepo
Public
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)
Python
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MIT License
•1•8•0•0•Updated Oct 3, 2024Oct 3, 2024
topviewrs
Public
0•13•0•0•Updated Sep 10, 2024Sep 10, 2024
python4cl
Public
Introductory Python course for computational lingustics
Jupyter Notebook
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Other
•9•24•3•1•Updated Aug 20, 2024Aug 20, 2024
prompt4bli
Public
On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.
machine-translation prompt pytorch llama prompts zero-shot-learning mt5 bilingual-lexicon-extraction few-shot-learning multilingual-models
Python
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MIT License
•2•9•0•0•Updated Aug 12, 2024Aug 12, 2024
sail-bli
Public
Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.
machine-translation prompt pytorch llama self-learning zero-shot-learning bilingual-lexicon-extraction few-shot-learning multilingual-models multilingual-nlp
Python
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MIT License
•1•1•0•0•Updated Aug 12, 2024Aug 12, 2024
ContrastiveBLI
Public
Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
information-retrieval machine-translation word-embeddings self-learning word-alignment bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings mbert
Python
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MIT License
•9•33•0•0•Updated Aug 12, 2024Aug 12, 2024
composable-sft
Public
A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.
Python
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Other
•10•70•4•0•Updated Aug 9, 2024Aug 9, 2024
chem-encdec
Public
Basic functionality to fine-tune seq2seq models on organic reaction prediction tasks
Python
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Apache License 2.0
•1•0•0•0•Updated Aug 9, 2024Aug 9, 2024
PairS
Public
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; arXiv preprint arXiv:2403.16950)
Python
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MIT License
•2•37•1•0•Updated Jul 11, 2024Jul 11, 2024
cometa
Public
Corpus of Online Medical EnTities: the cometA corpus
nlp machine-learning deep-learning transformer entity-linking bionlp
Jupyter Notebook
•6•47•0•0•Updated Apr 30, 2024Apr 30, 2024
functional-genomics-ie
Public
Python
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MIT License
•0•3•0•0•Updated Apr 25, 2024Apr 25, 2024
sqatin
Public
Code for Paper "SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU". Published at NAACL-2024 (main conference)
Python
•0•2•0•0•Updated Apr 2, 2024Apr 2, 2024
e2e_tod_toolkit
Public
A codebase for e2e ToD toolkit.
Python
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MIT License
•1•11•0•0•Updated Mar 22, 2024Mar 22, 2024
autopeft
Public
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL)
Python
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Apache License 2.0
•5•44•0•0•Updated Mar 17, 2024Mar 17, 2024
visual-med-alpaca
Public
Visual Med-Alpaca is an open-source, multi-modal foundation model designed specifically for the biomedical domain, built on the LLaMa-7B.
biomedical biomedical-image-processing multimodal large-language-models foundation-model
Python
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Apache License 2.0
•42•370•9•0•Updated Mar 11, 2024Mar 11, 2024
response_reranking
Public
Code repository for Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems (LREC-COLING 2024)
Python
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MIT License
•0•3•0•0•Updated Feb 27, 2024Feb 27, 2024
ClaPS
Public
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning (Zhou et al.; EMNLP 2023 Findings)
Python
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MIT License
•1•17•0•0•Updated Feb 17, 2024Feb 17, 2024
ensembled-sicl
Public
Python
•0•5•0•0•Updated Jan 29, 2024Jan 29, 2024
multi3woz
Public
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
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MIT License
•2•14•0•0•Updated Jan 15, 2024Jan 15, 2024
POSQA
Public
Offical Repo of EMNLP Findings 2023 Paper: POSQA: Probe the World Models of LLMs with Size Comparisons
Python
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Apache License 2.0
•0•4•0•0•Updated Oct 23, 2023Oct 23, 2023
sapbert
Public
[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
machine-learning metric-learning representation-learning language-model bert bionlp lexical-semantics contrastive-learning naacl2021 acl2021
Python
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MIT License
•35•173•4•0•Updated Apr 28, 2023Apr 28, 2023
visual-spatial-reasoning
Public
[TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.
nlp computer-vision vision-and-language multimodal-deep-learning
Python
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Apache License 2.0
•8•107•1•0•Updated Mar 25, 2023Mar 25, 2023
deductive_reasoning_probing
Public
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Feb 10, 2023Feb 10, 2023
BLICEr
Public
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
information-retrieval word-embeddings pytorch self-learning word-alignment reranking bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings
Python
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MIT License
•3•13•0•0•Updated Feb 2, 2023Feb 2, 2023
mirror-bert
Public
[EMNLP'21] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.
unsupervised-learning contrastive-learning emnlp2021 nlp bert
Python
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MIT License
•9•75•1•0•Updated Aug 14, 2022Aug 14, 2022
biocaster_2021
Public
This is a public repo for codes and resources of BioCaster 2021: http://www.biocaster.org
Java
•1•2•0•0•Updated May 27, 2022May 27, 2022
mop
Public
Codes for paper: Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
Python
•2•31•0•0•Updated May 27, 2022May 27, 2022
ACL2022_tutorial_multilingual_dialogue
Public
Materials for "Natural Language Processing for Multilingual Task-Oriented Dialogue" Tutorial at ACL 2022
0•14•0•0•Updated May 21, 2022May 21, 2022
medlama
Public
Python
•1•13•0•0•Updated May 17, 2022May 17, 2022
COD
Public
0•6•1•0•Updated Jan 31, 2022Jan 31, 2022