Papers
12094 papers
ICLR2025
APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
Summary pending...
Parallel Encoding; Context-Augmented LLM; Efficient Inference; Length Extrapolation
ICLR2025
DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
Summary pending...
RNA secondary structure predictionDependency parsingBiaffine attention
ICLR2025
Mixture-of-Agents Enhances Large Language Model Capabilities
Summary pending...
Multi-Agent InferenceLarge Language Model
ICLR2025
{$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains
Summary pending...
language modellanguage agentbenchmark
ICLR2025
Multi-domain Distribution Learning for De Novo Drug Design
Summary pending...
Drug DiscoveryFlow MatchingMarkov Bridge
ICLR2025
Gaussian Mixture Counterfactual Generator
Summary pending...
Gaussian mixture modelsynthetic data generationclinical trial
ICLR2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Summary pending...
Diffusion ModelsText DiffusionGenerative Models
ICLR2025
SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
Summary pending...
KV-cacheLLM inference optimization
ICLR2025
Holistically Evaluating the Environmental Impact of Creating Language Models
Summary pending...
machine learningartificial intelligencelanguage model
ICLR2025
Quantifying Generalization Complexity for Large Language Models
Summary pending...
large language modelgeneralizationevaluation
ICLR2025
Conservative Contextual Bandits: Beyond Linear Representations
Summary pending...
Contextual BanditsSafetyNeural Bandits
ICLR2025
Reasoning with Latent Thoughts: On the Power of Looped Transformers
Summary pending...
looped modelsreasoninglanguage model
ICLR2025
Learn hybrid prototypes for multivariate time series anomaly detection
Summary pending...
prototypes;time series;anomaly detection
ICLR2025
BingoGuard: LLM Content Moderation Tools with Risk Levels
Summary pending...
LLMsafety guardrailcontent moderator
ICLR2025
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking
Summary pending...
code representation learningcode re-rankingcontrastive learning
ICLR2025
On Linear Representations and Pretraining Data Frequency in Language Models
Summary pending...
pretraining datapretraininglinear
ICLR2025
An Asynchronous Bundle Method for Distributed Learning Problems
Summary pending...
Distributed optimization; asynchronous optimization; model-based optimization
ICLR2025
Real2Code: Reconstruct Articulated Objects via Code Generation
Summary pending...
articulated objectscode generation LLMsfoundation models
ICLR2025
Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking
Summary pending...
reward hackingreward gamingoveroptimization
ICLR2025
Homomorphism Counts as Structural Encodings for Graph Learning
Summary pending...
graph transformersstructural encodingshomomorphism counts