IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our focuses on user-aligned instructions tailored to each query instance.
☆32Jun 13, 2024Updated 2 years ago
Alternatives and similar repositories for InstructIR
Users that are interested in InstructIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"☆23Oct 11, 2024Updated last year
- ☆24Dec 2, 2023Updated 2 years ago
- [TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis☆11Nov 14, 2024Updated last year
- ☆11Sep 19, 2025Updated 9 months ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆25Dec 12, 2025Updated 6 months ago
- ☆16Oct 6, 2022Updated 3 years ago
- [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization☆29Sep 12, 2024Updated last year
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆17Nov 25, 2024Updated last year
- ☆33Mar 31, 2023Updated 3 years ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆55Jul 3, 2024Updated last year
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆99Apr 26, 2023Updated 3 years ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51May 4, 2024Updated 2 years ago
- Code for EMNLP 2022 paper "A Unified Encoder-Decoder Framework with Entity Memory"☆15Apr 24, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆117Jun 28, 2025Updated last year
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆49Aug 21, 2024Updated last year
- ☆15Nov 22, 2023Updated 2 years ago
- Generative Reranker PyTerrier☆18Dec 1, 2025Updated 6 months ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆22Mar 31, 2025Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Aug 10, 2025Updated 10 months ago
- [ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets☆218Dec 24, 2023Updated 2 years ago
- ☆21Apr 3, 2026Updated 2 months ago
- Python package for serving a local search engine. One command to download and serve a datastore---that's it 😎.☆26Jun 6, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- official repository for ListT5☆50Nov 27, 2025Updated 7 months ago
- Continue Pretraining T5 on custom dataset based on available pretrained model checkpoints☆38Mar 21, 2021Updated 5 years ago
- [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision☆97Oct 30, 2024Updated last year
- On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning, …☆20Mar 13, 2026Updated 3 months ago
- [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆40Dec 13, 2024Updated last year
- MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. Evaluate your retrieval models on 126 diverse tasks. [EMNLP 2024]☆27Nov 3, 2024Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆166Oct 4, 2023Updated 2 years ago
- [AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following☆79Sep 13, 2024Updated last year
- The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).☆44Dec 25, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for "Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations" [NAACL Findings 2024]☆14Apr 3, 2026Updated 2 months ago
- Dataset for the paper "GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation"☆25Jan 2, 2024Updated 2 years ago
- [ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specific…☆86Sep 13, 2024Updated last year
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Feb 22, 2024Updated 2 years ago
- [COLING 2022] Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization☆25Mar 28, 2024Updated 2 years ago
- [ICLR 2024 & NeurIPS 2023 WS] An Evaluator LM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically d…☆322Nov 11, 2023Updated 2 years ago
- The first dense retrieval model that can be prompted like an LM☆93May 8, 2025Updated last year