Pinned Repositories
aiflows
🤖🌊 aiFlows: The building blocks of your collaborative AI
cc_flows
The data and implementation for the experiments in the paper "Flows: Building Blocks of Reasoning and Collaborating AI".
Cr5
Code and data for the WSDM '19 paper "Crosslingual Document Embedding as Reduced-Rank Ridge Regression (Cr5)"
GCD
GenIE
The autoregressive information extraction system GenIE (Generative Information Extraction) implemented in PyTorch.
GoogleTrendsAnchorBank
Google Trends, made easy.
homepage2vec
Language-Agnostic Website Embedding and Classification
llm-latent-language
Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
SynthIE
The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction".
transformers-CFG
🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers
EPFL Data Science Lab (dlab)'s Repositories
epfl-dlab/aiflows
🤖🌊 aiFlows: The building blocks of your collaborative AI
epfl-dlab/transformers-CFG
🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers
epfl-dlab/GoogleTrendsAnchorBank
Google Trends, made easy.
epfl-dlab/llm-latent-language
Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".
epfl-dlab/homepage2vec
Language-Agnostic Website Embedding and Classification
epfl-dlab/GCD
epfl-dlab/cc_flows
The data and implementation for the experiments in the paper "Flows: Building Blocks of Reasoning and Collaborating AI".
epfl-dlab/LAMEN
epfl-dlab/forc
Framework for Cost-Effective Language Model Choice
epfl-dlab/jsonschemabench
epfl-dlab/transformers-GCD-PR
🤗 Transformers with Context-Free Grammar Generation Support
epfl-dlab/zip2zip
epfl-dlab/llm-grounding-analysis
epfl-dlab/AIReviewLottery
epfl-dlab/SketchGCD
This repo contains the code for Sketch-Guided Constrained Decoding, published at ACL 2024(main)
epfl-dlab/descartes
The PyTorch implementation for the models in the paper "Descartes: Generating Short Descriptions of Wikipedia Articles"
epfl-dlab/PauseToken
epfl-dlab/debategpt
Code for the Paper "On the Conversational Persuasiveness of GPT-4"
epfl-dlab/jsonschemabench-leaderboard
epfl-dlab/BoostCD
The data and the PyTorch implementation for the models and experiments in the paper "Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction"
epfl-dlab/dlab-utils
Python Library for DLAB utilities
epfl-dlab/edisum
The data and the PyTorch implementation for the models and experiments in the paper "Edisum: Summarizing and Explaining Wikipedia Edits at Scale"
epfl-dlab/multilingual-entity-insertion
Source code for "Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia"
epfl-dlab/deplatforming_influencers
epfl-dlab/food-choice-mimicry
epfl-dlab/IT-issues
epfl-dlab/lm-evaluation-harness
A framework for few-shot evaluation of language models.
epfl-dlab/TiME
epfl-dlab/zip2zip-compression
epfl-dlab/zip2zip_lm_eval
A framework for few-shot evaluation of language models.