kaistAI / Knowledge-EntropyLinks
[ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
☆11Updated 7 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:
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Updated 2 years ago
- Repository for "Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators"☆12Updated 3 months ago
- ☆20Updated last month
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Updated last year
- [TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis☆10Updated 7 months ago
- ☆10Updated 9 months ago
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆21Updated 6 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮 𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization☆29Updated 9 months ago
- ☆24Updated last year
- Official code and dataset for our NAACL 2024 paper: DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datase…☆13Updated last year
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Updated last year
- MetricEval: A framework that conceptualizes and operationalizes four main components of metric evaluation, in terms of reliability and va…☆11Updated last year
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆20Updated last year
- [NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"☆23Updated 8 months ago
- ☆19Updated 2 years 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 8 months ago
- [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision☆89Updated 7 months ago
- Official Code Repository for the paper "KALA: Knowledge-Augmented Language Model Adaptation" (NAACL 2022)☆35Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated 10 months ago
- [COLING 2022] Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization☆25Updated last year
- Calculating Expected Time for training LLM.☆38Updated 2 years ago
- Offcial Repo of Paper "Eliminating Position Bias of Language Models: A Mechanistic Approach""☆14Updated last week
- Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling☆9Updated 2 years ago
- [EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models☆71Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆48Updated 6 months ago
- The git repository of Modular Prompted Chatbot paper☆34Updated 2 years ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last year
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆38Updated 7 months ago