conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NIPS 2024
Learning Formal Mathematics From Intrinsic Motivation NIPS 2024
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments NIPS 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NIPS 2024
Generative Hierarchical Materials Search NIPS 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NIPS 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference NIPS 2024
SGLang: Efficient Execution of Structured Language Model Programs NIPS 2024
Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024
PromptFix: You Prompt and We Fix the Photo NIPS 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NIPS 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NIPS 2024
The Mamba in the Llama: Distilling and Accelerating Hybrid Models NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NIPS 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NIPS 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters NIPS 2024
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models NIPS 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024