KAIST AI

Pinned Repositories

CoT-Collection
[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
Language:Python217 5 510
FLASK
[ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Language:Python212 2 418
GAP
[ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization
Language:Python29 1 14
InstructIR
IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our focuses on user-aligned instructions tailored to each query instance.
Language:Python30 0 24
Janus
[NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages
Language:Python37 0 02
knowledge-reasoning
[EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization"
Language:Python20 1 03
KtrlF
[NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"
Language:Python22 1 24
LangBridge
[ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision
Language:Python82 1 187
SelFee
Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"
Language:Python222 7 620
Volcano
[NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image features for interpretation.
Language:Python43 0 24

KAIST AI's Repositories

kaistAI/SelFee
Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"
Language:Python222 7 620
kaistAI/CoT-Collection
[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
Language:Python217 5 510
kaistAI/FLASK
[ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Language:Python212 2 418
kaistAI/LangBridge
[ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision
Language:Python82 1 187
kaistAI/Volcano
[NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image features for interpretation.
Language:Python43 0 24
kaistAI/Janus
[NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages
Language:Python37 0 02
kaistAI/InstructIR
IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our focuses on user-aligned instructions tailored to each query instance.
Language:Python30 0 24
kaistAI/GAP
[ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization
Language:Python29 1 14
kaistAI/KtrlF
[NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"
Language:Python22 1 24
kaistAI/knowledge-reasoning
[EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization"
Language:Python20 1 03
kaistAI/factual-knowledge-acquisition
Language:Python14 1 0
kaistAI/How-Well-Do-LLMs-Truly-Ground
Language:Python10 0 01
kaistAI/Semiparametric_Token-Sequence_Co-Supervision
Language:Python8 0 01
kaistAI/ClaimDiff
6 1 02
kaistAI/Knowledge-Entropy
Language:Python4 0 0
kaistAI/generative-context-distillation
This repository is the official implementation of Generative Context Distillation.
Language:Python1
kaistAI/weather_codes
Summarization module based on KoBART
Language:Python00
kaistAI/weather_docker
0 0 00
kaistAI/kaistai.github.io
Language:JavaScript
kaistAI/language_extrapolation
[NeurIPS 2024 Workshop on Compositional Learning]This is an official repository for the paper "How language models extrapolate outside the training data: A case study in Textualized Gridworld."
Language:Python1 0