SOTAVerified

Question Answering

Question answering can be segmented into domain-specific tasks like community question answering and knowledge-base question answering. Popular benchmark datasets for evaluation question answering systems include SQuAD, HotPotQA, bAbI, TriviaQA, WikiQA, and many others. Models for question answering are typically evaluated on metrics like EM and F1. Some recent top performing models are T5 and XLNet.

( Image credit: SQuAD )

Papers

Showing 11511200 of 10817 papers

TitleStatusHype
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace EditingCode1
Automatic Evaluation of Attribution by Large Language ModelsCode1
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question AnsweringCode1
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question AnsweringCode1
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific InformationCode1
Does Vision-and-Language Pretraining Improve Lexical Grounding?Code1
DocVQA: A Dataset for VQA on Document ImagesCode1
DocVXQA: Context-Aware Visual Explanations for Document Question AnsweringCode1
DOM-LM: Learning Generalizable Representations for HTML DocumentsCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
DocNLI: A Large-scale Dataset for Document-level Natural Language InferenceCode1
Distinguishing Ignorance from Error in LLM HallucinationsCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Ditch the Gold Standard: Re-evaluating Conversational Question AnsweringCode1
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World EnvironmentsCode1
An Approach to Solving the Abstraction and Reasoning Corpus (ARC) ChallengeCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence AnnotationCode1
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringCode1
Disentangling 3D Prototypical Networks For Few-Shot Concept LearningCode1
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question AnsweringCode1
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighterCode1
Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under DiscussionCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Discovering Spatio-Temporal Rationales for Video Question AnsweringCode1
Distilled Dual-Encoder Model for Vision-Language UnderstandingCode1
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset BiasesCode1
DialogLM: Pre-trained Model for Long Dialogue Understanding and SummarizationCode1
DialSim: A Real-Time Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational AgentsCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Automatically Generating Cause-and-Effect Questions from PassagesCode1
Dialog Inpainting: Turning Documents into DialogsCode1
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning StrategiesCode1
Detecting Hate Speech in Multi-modal MemesCode1
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question AnsweringCode1
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resourcesCode1
Detecting and Preventing Hallucinations in Large Vision Language ModelsCode1
Designing a Minimal Retrieve-and-Read System for Open-Domain Question AnsweringCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Differentiable Reasoning on Large Knowledge Bases and Natural LanguageCode1
Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQACode1
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL ModelsCode1
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
Automated question generation and question answering from Turkish textsCode1
DELIFT: Data Efficient Language model Instruction Fine TuningCode1
Densely Connected Attention Propagation for Reading ComprehensionCode1
DeFormer: Decomposing Pre-trained Transformers for Faster Question AnsweringCode1
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven OptimizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IE-Net (ensemble)EM90.94Unverified
2FPNet (ensemble)EM90.87Unverified
3IE-NetV2 (ensemble)EM90.86Unverified
4SA-Net on Albert (ensemble)EM90.72Unverified
5SA-Net-V2 (ensemble)EM90.68Unverified
6FPNet (ensemble)EM90.6Unverified
7Retro-Reader (ensemble)EM90.58Unverified
8EntitySpanFocusV2 (ensemble)EM90.52Unverified
9TransNets + SFVerifier + SFEnsembler (ensemble)EM90.49Unverified
10EntitySpanFocus+AT (ensemble)EM90.45Unverified