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Large Language Models

9067 directly classified papers

Papers per year

Papers

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks EMNLP 2023
Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation NIPS 2023
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement NIPS 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks NIPS 2023
Generating Images with Multimodal Language Models NIPS 2023
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NIPS 2023
Are aligned neural networks adversarially aligned? NIPS 2023
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models NIPS 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models NIPS 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models NIPS 2023
Stable and low-precision training for large-scale vision-language models NIPS 2023
Dynamic Transformers Provide a False Sense of Efficiency ACL 2023
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ACL 2023
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations NIPS 2023
Counterfactual Memorization in Neural Language Models NIPS 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023
ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023
Context-Aware Transformer Pre-Training for Answer Sentence Selection ACL 2023
Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness EMNLP 2023
InsightPilot: An LLM-Empowered Automated Data Exploration System EMNLP 2023
CLEVA: Chinese Language Models EVAluation Platform EMNLP 2023
INTELMO: Enhancing Models’ Adoption of Interactive Interfaces EMNLP 2023