google-research-datasets / GSM-IC
Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant sentences in problem descriptions. GSM-IC is constructed to evaluate the distractibility of language models.
☆58Updated 2 years ago
Alternatives and similar repositories for GSM-IC:
Users that are interested in GSM-IC are comparing it to the libraries listed below
- ☆85Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆53Updated 10 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆57Updated last year
- ☆85Updated 2 years ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆55Updated 7 months ago
- ☆60Updated 2 years ago
- ☆93Updated last year
- ☆47Updated 10 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated 11 months ago
- Methods and evaluation for aligning language models temporally☆27Updated 11 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆58Updated 3 months ago
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆47Updated 6 months ago
- ☆40Updated last year
- ☆25Updated last year
- Supporting code for ReCEval paper☆27Updated 5 months ago
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆22Updated 11 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- ☆44Updated 5 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆65Updated 10 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆129Updated last year
- AbstainQA, ACL 2024☆25Updated 4 months ago
- ☆72Updated 8 months ago
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆35Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆106Updated 5 months ago
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆38Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆31Updated 6 months ago