EPFL NLP Lab

university

http://nlp.epfl.ch/

epfl-nlp

AI & ML interests

None defined yet.

negar-foroutan

authored a paper 2 months ago

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published Jun 26 • 70

Jakh0103

updated a model 3 months ago

epfl-nlp/ConLID

Text Classification • 0.3B • Updated May 30 • 8

Jakh0103

published a model 3 months ago

epfl-nlp/ConLID

Text Classification • 0.3B • Updated May 30 • 8

atcbosselut

authored 4 papers 6 months ago

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

Paper • 2412.03304 • Published Dec 4, 2024 • 21

The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units

Paper • 2411.02280 • Published Nov 4, 2024 • 1

DRIVINGVQA: Analyzing Visual Chain-of-Thought Reasoning of Vision Language Models in Real-World Scenarios with Driving Theory Tests

Paper • 2501.04671 • Published Jan 8

PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity Detection

Paper • 2412.11923 • Published Dec 16, 2024

PAug

authored a paper 7 months ago

Improving Autoformalization using Type Checking

Paper • 2406.07222 • Published Jun 11, 2024

atcbosselut

authored 12 papers 9 months ago

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Paper • 1906.05317 • Published Jun 12, 2019

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models

Paper • 2310.03084 • Published Oct 4, 2023

RECKONING: Reasoning through Dynamic Knowledge Encoding

Paper • 2305.06349 • Published May 10, 2023 • 1

Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention

Paper • 2310.15258 • Published Oct 23, 2023 • 2

CRAB: Assessing the Strength of Causal Relationships Between Real-world Events

Paper • 2311.04284 • Published Nov 7, 2023

Mitigating Label Biases for In-context Learning

Paper • 2305.19148 • Published May 28, 2023

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Paper • 2311.16079 • Published Nov 27, 2023 • 19

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

Paper • 2102.01672 • Published Feb 2, 2021

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

Paper • 2104.06378 • Published Apr 13, 2021

Evaluating Language Model Agency through Negotiations

Paper • 2401.04536 • Published Jan 9, 2024 • 1

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 1

Fast Model Editing at Scale

Paper • 2110.11309 • Published Oct 21, 2021