Classification

BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024 BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024 BOBA: Byzantine-Robust Federated Learning with Label Skewness AISTATS 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024 Boosting Neural Cognitive Diagnosis with Student’s Affective State Modeling AAAI 2024 Boosting Single Positive Multi-label Classification with Generalized Robust Loss IJCAI 2024 BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024 BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SemEval 2024 BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024 Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation NAACL 2024 Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NeurIPS 2024 Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling EMNLP 2024 Bridging Child-Centered Speech Language Identification and Language Diarization via Phonetics Interspeech 2024 Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024 Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning IJCAI 2024 Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining ACL 2024 Building a stable classifier with the inflated argmax NeurIPS 2024 Building Timeseries Dataset: Empowering Large-Scale Building Analytics NeurIPS 2024 CALANet: Cheap All-Layer Aggregation for Human Activity Recognition NeurIPS 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning ICLR 2024 Can Humans Identify Domains? COLING 2024 Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024 Can We Identify Stance without Target Arguments? A Study for Rumour Stance Classification COLING 2024