kortukov / realistic_knowledge_conflicts
Code for the paper "Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documentss"
☆11Updated last month
Related projects ⓘ
Alternatives and complementary repositories for realistic_knowledge_conflicts
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆69Updated last year
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆22Updated last year
- Influence Experiments☆35Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆33Updated this week
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆55Updated last year
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆24Updated last year
- ☆42Updated 10 months ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 3 years ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆85Updated 3 years ago
- Supporting code for ReCEval paper☆26Updated 2 months ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆68Updated 8 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆19Updated 5 months ago
- AbstainQA, ACL 2024☆19Updated last month
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆31Updated 6 months ago
- Code Repository for "A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models".☆13Updated 2 years ago
- ☆25Updated last year
- ☆36Updated 3 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆35Updated last year
- Tasks for describing differences between text distributions.☆16Updated 3 months ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- ☆22Updated 2 years ago
- The code of paper "Toward Optimal LLM Alignments Using Two-Player Games".☆14Updated 5 months ago
- ☆83Updated last year
- Learning adapter weights from task descriptions☆15Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs?☆25Updated 5 months ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- ☆19Updated 2 weeks ago
- Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Grap…☆12Updated 3 weeks ago