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Open-Ended Question Answering

Open-ended questions are defined as those that simply pose the question, without imposing any constraints on the format of the response. This distinguishes them from questions with a predetermined answer format.

Papers

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Showing 51–100 of 796 papers

TitleStatusHype
Asymmetric Gained Deep Image Compression With Continuous Rate AdaptationCode1
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained EvaluationCode1
Is Mapping Necessary for Realistic PointGoal Navigation?Code1
Graph Neural Network Based Coarse-Grained Mapping PredictionCode1
Masked Structural Growth for 2x Faster Language Model Pre-trainingCode1
Homomorphism Autoencoder -- Learning Group Structured Representations from Observed TransitionsCode1
Identifying Learning Rules From Neural Network ObservablesCode1
Hybrid Task Cascade for Instance SegmentationCode1
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender AssignmentCode1
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question AnsweringCode1
Improving Implicit Feedback-Based Recommendation through Multi-Behavior AlignmentCode1
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural NetworksCode1
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine SynergyCode1
Is Machine Learning Ready for Traffic Engineering Optimization?Code1
An Empirical Study of Representation Learning for Reinforcement Learning in HealthcareCode1
Instance Segmentation for Chinese Character Stroke Extraction, Datasets and BenchmarksCode1
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big OneCode1
Background Data Resampling for Outlier-Aware ClassificationCode1
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearchCode1
BiMediX: Bilingual Medical Mixture of Experts LLMCode1
BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud RegistrationCode1
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax DiseasesCode1
When should we prefer Decision Transformers for Offline Reinforcement Learning?Code1
Learning to Cluster Faces on an Affinity GraphCode1
FGAHOI: Fine-Grained Anchors for Human-Object Interaction DetectionCode1
Benchmarking Compositionality with Formal LanguagesCode1
Online Class-Incremental Continual Learning with Adversarial Shapley ValueCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsCode1
Large Language Models Encode Clinical KnowledgeCode1
Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive BiasesCode1
Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the LeastCode1
A Few More Examples May Be Worth Billions of ParametersCode1
Discovering Reinforcement Learning AlgorithmsCode1
LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone SensorsCode1
Argument Mining Driven Analysis of Peer-ReviewsCode1
DORO: Distributional and Outlier Robust OptimizationCode1
Neuro-symbolic computing with spiking neural networksCode1
On Early Detection of Hallucinations in Factual Question AnsweringCode1
Does CLIP Bind Concepts? Probing Compositionality in Large Image ModelsCode1
Open Domain Question Answering with A Unified Knowledge InterfaceCode1
Open Question Answering over Tables and TextCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and RetrainingCode1
Ranked Voting based Self-Consistency of Large Language ModelsCode1
Attack of the Tails: Yes, You Really Can Backdoor Federated LearningCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Robust Optimization as Data Augmentation for Large-scale GraphsCode1
Generated Knowledge Prompting for Commonsense ReasoningCode1
PRD: Peer Rank and Discussion Improve Large Language Model based EvaluationsCode1
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