epfl-dlab / understanding-decoding
The data and the PyTorch implementation for the models and experiments in the paper "Language Model Decoding as Likelihood–Utility Alignment".
☆14Updated last year
Alternatives and similar repositories for understanding-decoding:
Users that are interested in understanding-decoding are comparing it to the libraries listed below
- Augmenting Statistical Models with Natural Language Parameters☆23Updated 5 months ago
- ☆44Updated last year
- PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)☆71Updated 2 years ago
- Supporting code for ReCEval paper☆28Updated 5 months ago
- Tasks for describing differences between text distributions.☆16Updated 6 months ago
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆26Updated 2 years ago
- ☆43Updated 2 years ago
- Benchmarking Generalization to New Tasks from Natural Language Instructions☆26Updated 3 years ago
- [EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning☆11Updated 2 years ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆40Updated last year
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆31Updated last year
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆31Updated 8 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆89Updated 3 years ago
- ☆23Updated 5 months ago
- Query-focused summarization data☆41Updated 2 years ago
- ☆45Updated last year
- ☆35Updated 2 years ago
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- Code for the paper "Simulating Bandit Learning from User Feedback for Extractive Question Answering".☆18Updated 2 years ago
- Automatic metrics for GEM tasks☆64Updated 2 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆77Updated 10 months ago
- Data for EMNLP 2022 paper "arXivEdits: Understanding the Human Revision Process in Scientific Writing".☆14Updated last year
- ACL 2023 paper "A Critical Evaluation of Evaluations for Long-form Question Answering"☆20Updated 11 months ago
- NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks☆20Updated 2 years ago
- The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning (NeurIPS 2022)☆14Updated 2 years ago
- ☆34Updated 10 months ago
- ☆32Updated last year
- ☆30Updated last year
- Emergent Communication Pretraining for Few-Shot Machine Translation☆13Updated 4 years ago
- ☆33Updated last year