A Survey of Attributions for Large Language Models
☆228Jan 14, 2026Updated 3 months ago
Alternatives and similar repositories for awesome-llm-attributions
Users that are interested in awesome-llm-attributions are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Cohere…☆11Oct 16, 2022Updated 3 years ago
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- ☆23Feb 3, 2024Updated 2 years ago
- This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledg…☆10Nov 29, 2022Updated 3 years ago
- LLM Attributor: Attribute LLM's Generated Text to Training Data☆79Sep 17, 2025Updated 7 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Attaching human-like eyes to the large language model. The codes of IEEE TMM paper "LMEye: An Interactive Perception Network for Large La…☆49Jul 18, 2024Updated last year
- The benchmark and datasets of the ICML 2024 paper "VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual C…☆17May 27, 2024Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆513Oct 9, 2024Updated last year
- Train large COMET (T5-3B/GPT2-XL) with small memory (on 11GB memory GPUs like 1080/2080) using DeepSpeed.☆14Jan 23, 2022Updated 4 years ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆26Mar 10, 2025Updated last year
- The source code for running LLMs on the AAAR-1.0 benchmark.☆18Apr 5, 2025Updated last year
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- ☆52Jan 24, 2024Updated 2 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Dec 27, 2022Updated 3 years ago
- Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge☆14Feb 20, 2024Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆87Feb 27, 2024Updated 2 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆81Oct 3, 2024Updated last year
- Code for the article "Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning", Outstanding Paper at EMNLP20…☆10Nov 7, 2021Updated 4 years ago
- ☆10Sep 13, 2022Updated 3 years ago
- Resource, Evaluation and Detection Papers for ChatGPT☆455Mar 21, 2024Updated 2 years ago
- A fast and neat API for Conceptualization of Probase☆17Oct 28, 2019Updated 6 years ago
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆68May 13, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Debiasing Through Data Attribution☆13May 23, 2024Updated last year
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆64Dec 25, 2023Updated 2 years ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆497Jan 16, 2025Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆341Mar 28, 2026Updated 3 weeks ago
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Jul 3, 2023Updated 2 years ago
- ACL24☆11Jun 7, 2024Updated last year
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆191Jun 24, 2025Updated 9 months ago
- ☆10May 27, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Fram…☆23Nov 27, 2022Updated 3 years ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Dec 12, 2023Updated 2 years ago
- A toolkit for quantitative evaluation of data attribution methods.☆58Apr 12, 2026Updated last week
- Code for EMNLP 2020 paper: Analogous Process Structure Induction for Sub-event Sequence Prediction☆11Oct 19, 2020Updated 5 years ago
- Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Grap…☆13Oct 30, 2024Updated last year
- Code for the paper "Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering" (AAAI 2021)☆30Feb 19, 2021Updated 5 years ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆301Jan 22, 2026Updated 2 months ago