PaperHub

Jacob Andreas

~Jacob_Andreas1

25
论文总数
12.5
年均投稿
6.3
平均评分
接收情况20/25
会议分布
ICLR
13
COLM
5
NeurIPS
4
ICML
3

发表论文 (25 篇)

202512 篇

4.8
4

LoRA vs Full Fine-tuning: An Illusion of Equivalence

ICLR 2025Rejected
6.4
4

LoRA vs Full Fine-tuning: An Illusion of Equivalence

NeurIPS 2025Poster
5.2
5

A Hitchhiker's Guide to Scaling Law Estimation

ICLR 2025Rejected
6.6
4

(How) Do Language Models Track State?

ICML 2025Poster
6.1
4

A Hitchhiker's Guide to Scaling Law Estimation

ICML 2025Poster
6.7
3

Breakpoint: Stress-testing systems-level reasoning in LLM agents

COLM 2025Poster
6.8
4

Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent

NeurIPS 2025Poster
6.8
4

Eliciting Human Preferences with Language Models

ICLR 2025Poster
6.5
4

Learning How Hard to Think: Input-Adaptive Allocation of LM Computation

ICLR 2025Poster
6.0
4

Self-Steering Language Models

COLM 2025Poster
9.4
3

Learning Linear Attention in Polynomial Time

NeurIPS 2025Oral
4.8
3

The Surprising Effectiveness of Test-Time Training for Few-Shot Learning

ICML 2025Poster

202413 篇

5.3
4

Algorithmic Capabilities of Random Transformers

NeurIPS 2024Poster
6.3
4

Modeling Boundedly Rational Agents with Latent Inference Budgets

ICLR 2024Poster
5.0
4

Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

ICLR 2024withdrawn
7.3
3

Inspecting and Editing Knowledge Representations in Language Models

COLM 2024Poster
7.0
4

An Incomplete Loop: Instruction Inference, Instruction Following, and In-Context Learning in Language Models

COLM 2024Poster
6.5
4

Unforgettable Generalization in Language Models

COLM 2024Poster
7.5
4

The Consensus Game: Language Model Generation via Equilibrium Search

ICLR 2024Spotlight
5.7
3

LaMPP: Language Models as Probabilistic Priors for Perception and Action

ICLR 2024Rejected
5.5
4

Eliciting Human Preferences with Language Models

ICLR 2024Rejected
5.7
3

Learning with Language-Guided State Abstractions

ICLR 2024Poster
7.3
3

Linearity of Relation Decoding in Transformer Language Models

ICLR 2024Spotlight
7.0
4

LILO: Learning Interpretable Libraries by Compressing and Documenting Code

ICLR 2024Poster
6.2
5

Learning Grounded Action Abstractions from Language

ICLR 2024Poster
合作者 (20)