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cot-collection

[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

flask

[ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

gap

[ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization

how-well-do-llms-truly-ground

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.

janus

Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages

kaistai.github.io

ktrlf

[NAACL 2024] Official repository for "KTRL+F: Knowledge-Augmented In-Document Search"

langbridge

[ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision

selfee

Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"

semiparametric_token-sequence_co-supervision

volcano

[NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image features for interpretation.

weather_codes

Summarization module based on KoBART

weather_docker