kaistAI / Knowledge-Entropy
[ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
☆10Updated 5 months ago
Alternatives and similar repositories for Knowledge-Entropy
Users that are interested in Knowledge-Entropy are comparing it to the libraries listed below
Sorting:
- Repository for "Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators"☆12Updated last month
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Updated 2 years ago
- ☆10Updated 7 months ago
- MetricEval: A framework that conceptualizes and operationalizes four main components of metric evaluation, in terms of reliability and va…☆11Updated last year
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆14Updated last year
- [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization☆29Updated 8 months ago
- ☆24Updated last year
- On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning, …☆16Updated 4 months ago
- Official code and dataset for our NAACL 2024 paper: DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datase…☆12Updated 10 months ago
- [TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis☆10Updated 5 months ago
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆21Updated 5 months ago
- An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.☆12Updated last year
- Code and Dataset release of "Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models" (NAACL 2024)☆10Updated 6 months ago
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆20Updated last year
- ☆17Updated last week
- [NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"☆23Updated 7 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆50Updated last year
- ☆12Updated 3 years ago
- ☆15Updated 2 months ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Updated 10 months ago
- ☆28Updated 2 years ago
- Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling☆9Updated 2 years ago
- [ICLR 2025] ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains☆15Updated 2 months ago
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆37Updated 5 months ago
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆45Updated 5 months ago
- [EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models☆71Updated 11 months ago
- [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision☆87Updated 6 months ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆44Updated 8 months ago
- CareCall for Seniors: Role Specified Open-Domain Dialogue dataset generated by leveraging LLMs (NAACL 2022).☆60Updated 3 years ago
- ☆29Updated last year