McGill-NLP / instruct-qaLinks
Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"
☆86Updated last year
Alternatives and similar repositories for instruct-qa
Users that are interested in instruct-qa are comparing it to the libraries listed below
Sorting:
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆135Updated last year
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Updated 2 years ago
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆60Updated 10 months ago
- Token-level Reference-free Hallucination Detection☆97Updated 2 years ago
- A Human-LLM Collaborative Dataset for Generative Information-seeking with Attribution☆35Updated 2 years ago
- Code and data accompanying the paper "TRUE: Re-evaluating Factual Consistency Evaluation".☆81Updated last month
- ☆75Updated last year
- The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".☆81Updated 3 years ago
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆165Updated 2 years ago
- ☆189Updated 5 months ago
- [AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following☆78Updated last year
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆116Updated 5 months ago
- Repository for "Attribute First, then Generate: Locally-attributable Grounded Text Generation", ACL 2024☆29Updated 11 months ago
- [ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting☆27Updated last month
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆41Updated 2 years ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆42Updated last year
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆31Updated last year
- Retrieval Augmented Generation Generalized Evaluation Dataset☆58Updated 4 months ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆51Updated 5 months ago
- Detect hallucinated tokens for conditional sequence generation.☆64Updated 3 years ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆95Updated 2 years ago
- Repo for "On Learning to Summarize with Large Language Models as References"☆43Updated 2 years ago
- Inspecting and Editing Knowledge Representations in Language Models☆119Updated 2 years ago
- Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https…☆44Updated last year
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆49Updated last year
- ☆143Updated 10 months ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆70Updated 2 years ago
- ☆82Updated 2 years ago
- First explanation metric (diagnostic report) for text generation evaluation☆62Updated 9 months ago
- ☆52Updated 2 years ago