JunShern / few-shot-adaptation
Exploring Few-Shot Adaptation of Language Models with Tables
☆23Updated 2 years ago
Alternatives and similar repositories for few-shot-adaptation:
Users that are interested in few-shot-adaptation are comparing it to the libraries listed below
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated 2 years ago
- ☆49Updated last year
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 2 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Updated 2 years ago
- ☆22Updated 3 years ago
- Pretraining summarization models using a corpus of nonsense☆13Updated 3 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆50Updated 3 years ago
- A method for evaluating the high-level coherence of machine-generated texts. Identifies high-level coherence issues in transformer-based …☆11Updated 2 years ago
- Evaluating Machines by their Real-World Language Use☆33Updated last year
- ☆29Updated 2 years ago
- Code for the paper "Modelling Latent Translations for Cross-Lingual Transfer"☆17Updated 3 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆56Updated 2 years ago
- ☆23Updated 7 months ago
- Repository for the CODAH dataset☆22Updated 2 years ago
- ☆50Updated 3 years ago
- ☆22Updated 2 years ago
- Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020☆18Updated 4 years ago
- Code for Massive-scale Decoding for Text Generation using Lattices☆44Updated 2 years ago
- Code for the paper "UnNatural Language Inference" to appear at ACL 2021 (Long Paper)☆36Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- ☆38Updated 4 years ago
- The implementation of "Neural Machine Translation without Embeddings", NAACL 2021☆33Updated 3 years ago
- Evaluating and improving the faithfulness of the interpretations offered by Neural Module Networks☆13Updated last year
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆55Updated 2 years ago
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation☆25Updated 4 years ago
- The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".☆33Updated 3 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Updated 4 years ago
- Learning to Model Editing Processes☆26Updated 2 years ago
- Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer☆39Updated 4 years ago
- [EMNLP 2021] Code and data for our paper "Visually Grounded Reasoning across Languages and Cultures"☆30Updated 3 years ago