allenai / few_shot_explanationsView external linksLinks
Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"
☆31Apr 28, 2023Updated 2 years ago
Alternatives and similar repositories for few_shot_explanations
Users that are interested in few_shot_explanations are comparing it to the libraries listed below
Sorting:
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆18Apr 25, 2021Updated 4 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Sep 12, 2023Updated 2 years ago
- Code for Analyzing Redundancy in Pretrained Transformer Models accepted at EMNLP 2020☆14Oct 6, 2020Updated 5 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆16May 12, 2023Updated 2 years ago
- ☆27Jun 12, 2023Updated 2 years ago
- 🪝PISCES - Precise In-Parameter Suppression for Concept EraSure in Large Language Models☆12May 30, 2025Updated 8 months ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19May 19, 2022Updated 3 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62May 12, 2022Updated 3 years ago
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆21May 16, 2023Updated 2 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆22Oct 13, 2020Updated 5 years ago
- A framework for evaluating Machine Translation models.☆12May 26, 2025Updated 8 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Dec 27, 2022Updated 3 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24May 1, 2022Updated 3 years ago
- ☆24Sep 2, 2024Updated last year
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- Codes for "Benchmarking the Generation of Fact Checking Explanations"☆10Aug 16, 2024Updated last year
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆12Oct 25, 2021Updated 4 years ago
- ☆13Jul 26, 2023Updated 2 years ago
- HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking☆12Apr 11, 2025Updated 10 months ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆26Mar 10, 2025Updated 11 months ago
- [ICLR 2023] PyTorch code of Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees☆24Jun 19, 2023Updated 2 years ago
- Codebase, data and models for the Headline Grouping paper at NAACL2021☆12Oct 2, 2022Updated 3 years ago
- Continual Memorization of Factoids in Large Language Models☆12Nov 20, 2024Updated last year
- An Empirical Study of Memorization in NLP (ACL 2022)☆13Jun 22, 2022Updated 3 years ago
- ☆13Jul 2, 2025Updated 7 months ago
- Story understanding and plot analysis pilot.☆11Dec 27, 2022Updated 3 years ago
- NAACL 2022: Can Rationalization Improve Robustness? https://arxiv.org/abs/2204.11790☆27Nov 21, 2022Updated 3 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆60May 9, 2023Updated 2 years ago
- ☆13Aug 20, 2021Updated 4 years ago
- The implementation for "Open Relation Modeling: Learning to Define Relations between Entities" (Findings of ACL '22)☆12Feb 28, 2022Updated 3 years ago
- Pretraining summarization models using a corpus of nonsense☆13Sep 28, 2021Updated 4 years ago
- ☆17Aug 30, 2025Updated 5 months ago
- ☆14Aug 3, 2022Updated 3 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆12Jul 1, 2023Updated 2 years ago
- A quick way to get started with Transformer Lens☆14Dec 13, 2023Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Jan 12, 2023Updated 3 years ago
- Measuring the Mixing of Contextual Information in the Transformer☆34May 27, 2023Updated 2 years ago
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders☆14Apr 14, 2021Updated 4 years ago
- This repo contains code for the paper "Psychologically-informed chain-of-thought prompts for metaphor understanding in large language mod…☆14Apr 28, 2023Updated 2 years ago