conftrace_

Resources & Methods

16,283 papers (38 classified directly here)

Subtopics

Large Language Models (9,153) Multilingual NLP (4,621) Text Representation (2,258) Lexical Semantics (767) Knowledge Editing (459) Transfer Learning (459) Multimodal NLP (97) Prompt Engineering (93) Pretraining (77)

Papers per year

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Papers (including subtopics)

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models NIPS 2023
3D-LLM: Injecting the 3D World into Large Language Models NIPS 2023
ProPILE: Probing Privacy Leakage in Large Language Models NIPS 2023
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NIPS 2023
Generating Images with Multimodal Language Models NIPS 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models NIPS 2023
Scaling laws for language encoding models in fMRI NIPS 2023
Lexinvariant Language Models NIPS 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
Exposing Attention Glitches with Flip-Flop Language Modeling NIPS 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NIPS 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Mind2Web: Towards a Generalist Agent for the Web NIPS 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023
The Quantization Model of Neural Scaling NIPS 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
SpecTr: Fast Speculative Decoding via Optimal Transport NIPS 2023
Large Language Models can Implement Policy Iteration NIPS 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023