forum id stringlengths 10 10 | title stringlengths 21 154 | scores sequencelengths 3 8 | text stringlengths 52.4k 300k |
|---|---|---|---|
bR1J7SpzrD | Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data | [
8,
8,
5,
6
] | Under review as a conference paper at ICLR 2025
SYNTHIO: AUGMENTING SMALL-SCALE AUDIO CLAS-
SIFICATION DATASETS WITH SYNTHETIC DATA
Anonymous authors
Paper under double-blind review
ABSTRACT
We present Synthio, a novel approach for augmenting small-scale audio1 classi-
fication datasets with synthetic data. Our goa... |
9QPH1YQCMn | Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models | [
3,
8,
8,
6
] | Under review as a conference paper at ICLR 2025
INFILLING SCORE ✼ A PRETRAINING DATA DETECTION
ALGORITHM FOR LARGE LANGUAGE MODELS
Anonymous authors
Paper under double-blind review
ABSTRACT
In pretraining data detection, the goal is to detect whether a given sentence is in the
dataset used for training a Large Lang... |
nDvgHIBRxQ | Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist | [
8,
6,
6,
5
] | "Under review as a conference paper at ICLR 2025\n\nIS YOUR MODEL REALLY A GOOD MATH REASONER?\nEVAL(...TRUNCATED) |
leSbzBtofH | AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses | [
8,
5,
8,
6,
5,
5
] | "Under review as a conference paper at ICLR 2025\n\nAUTOADVEXBENCH:\nBENCHMARKING AUTONOMOUS EXPLOIT(...TRUNCATED) |
44CoQe6VCq | Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning | [
8,
6,
8,
6
] | "Under review as a conference paper at ICLR 2025\n\nTEST OF TIME: A BENCHMARK FOR EVALUATING\nLLMS O(...TRUNCATED) |
6RiBl5sCDF | GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training | [
6,
8,
6,
8
] | "Under review as a conference paper at ICLR 2025\n\nGEOX: GEOMETRIC PROBLEM SOLVING THROUGH\nUNIFIED(...TRUNCATED) |
rawj2PdHBq | Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? | [
8,
5,
5
] | "Under review as a conference paper at ICLR 2025\n\nCAN MEDICAL VISION-LANGUAGE PRE-TRAINING\nSUCCEE(...TRUNCATED) |
y3zswp3gek | HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models | [
6,
6,
10,
6
] | "Under review as a conference paper at ICLR 2025\n\nHARMAUG: EFFECTIVE DATA AUGMENTATION FOR\nKNOWLE(...TRUNCATED) |
KvaDHPhhir | Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches | [
8,
6,
5,
6
] | "Under review as a conference paper at ICLR 2025\n\nSKETCH2DIAGRAM: GENERATING VECTOR DIA-\nGRAMS FR(...TRUNCATED) |
y9A2TpaGsE | Language Agents Meet Causality -- Bridging LLMs and Causal World Models | [
6,
6,
6,
8
] | "Under review as a conference paper at ICLR 2025\n\nLANGUAGE AGENTS MEET CAUSALITY – BRIDGING\nLLM(...TRUNCATED) |
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