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Papers
Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment
ACL 2026
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment
ACL 2025
Aioli: A Unified Optimization Framework for Language Model Data Mixing
ICLR 2025
Continuous prediction of backchannel timing for human-robot interaction
Interspeech 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning
EMNLP 2025
emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands
RSS 2025
Knowledge-Guided Wasserstein Distributionally Robust Optimization
ICML 2025
Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings
NAACL 2025
MetricX-25 and GemSpanEval: Google Translate Submissions to the WMT25 Evaluation Shared Task
EMNLP 2025
Multimodal Assessment of Speech Impairment in Amyotrophic Lateral Sclerosis Using Audio-Visual and Machine Learning Approaches
Interspeech 2025
On Linear Representations and Pretraining Data Frequency in Language Models
ICLR 2025
On the Robust Approximation of ASR Metrics
ACL 2025
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models
ACL 2025
Post-processing for Fair Regression via Explainable SVD
AISTATS 2025
Probabilistic Explanations for Regression Models
UAI 2025
The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness
EMNLP 2025
The Ranking Trick: A Simple and Robust Alternative to Score-Based Regression for AutoML
AutoML 2025
Towards Adaptable and Intelligible Speech Synthesis in Noisy Environments
Interspeech 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
EMNLP 2025
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
CVPR 2024
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
NeurIPS 2024
Contrastive Learning Drug Response Models from Natural Language Supervision
IJCAI 2024
Error bounds for any regression model using Gaussian processes with gradient information
AISTATS 2024
Handformer2T: A Lightweight Regression-Based Model for Interacting Hands Pose Estimation From a Single RGB Image
WACV 2024
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
ICLR 2024