Top Conference Papers

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs

DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images

A Logical Fallacy-Informed Framework for Argument Generation

The BIGGEN BENCH: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

Unlocking Emergent Modularity in Large Language Models

Teaching Language Models to Self-Improve through Interactive Demonstrations

R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’

LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation

A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

Evaluating the Deductive Competence of Large Language Models

To Grok Grokking: Provable Grokking in Ridge Regression

The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

Motion Attribution for Video Generation

How much can language models memorize?

A Random Matrix Theory Perspective on the Consistency of Diffusion Models

High-Accuracy Sampling for Diffusion Models and Log-Concave Distributions

The Value of Prediction in Identifying the Worst-Off

Score Matching with Missing Data

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Conformal Prediction as Bayesian Quadrature

VideoPoet: A Large Language Model for Zero-Shot Video Generation

Stealing Part of a Production Language Model

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo

Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing

Genie: Generative Interactive Environments