allenai / SciRIFFLinks
Dataset and evaluation suite enabling LLM instruction-following for scientific literature understanding.
☆47Updated 9 months ago
Alternatives and similar repositories for SciRIFF
Users that are interested in SciRIFF are comparing it to the libraries listed below
Sorting:
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆102Updated last year
- Discovering Data-driven Hypotheses in the Wild☆124Updated 6 months ago
- ReBase: Training Task Experts through Retrieval Based Distillation☆29Updated 10 months ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆92Updated last year
- ☆75Updated last year
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆44Updated 10 months ago
- Codebase accompanying the Summary of a Haystack paper.☆80Updated last year
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆42Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆222Updated 2 weeks ago
- This repository contains ScholarQABench data and evaluation pipeline.☆91Updated 4 months ago
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆136Updated last year
- Evaluating LLMs with fewer examples☆170Updated last year
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆91Updated last year
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆87Updated last year
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆77Updated last year
- ☆49Updated 8 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆49Updated last year
- LangCode - Improving alignment and reasoning of large language models (LLMs) with natural language embedded program (NLEP).☆48Updated 2 years ago
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆95Updated 2 years ago
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 la…☆49Updated 2 years ago
- ☆90Updated last week
- Few-shot Learning with Auxiliary Data☆31Updated 2 years ago
- Scalable Meta-Evaluation of LLMs as Evaluators☆43Updated last year
- Pretraining Efficiently on S2ORC!☆178Updated last year
- ☆59Updated last year
- ☆129Updated last year
- [NAACL 2024] Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? https://aclanthology.org/2024.naa…☆55Updated 5 months ago
- Embedding Recycling for Language models☆38Updated 2 years ago
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)☆48Updated 11 months ago
- Aioli: A unified optimization framework for language model data mixing☆31Updated 11 months ago