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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 10401–10450 of 10817 papers

TitleStatusHype
Temporal Perceiving Video-Language Pre-training—0
Temporal Reasoning Transfer from Text to Video—0
Temporal Relation Classification Based on Temporal Reasoning—0
Temporal Relation Classification in Persian and English contexts—0
TempQuestions: A Benchmark for Temporal Question Answering—0
TempTabQA: Temporal Question Answering for Semi-Structured Tables—0
TEQUILA: Temporal Question Answering over Knowledge Bases—0
Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case—0
TerraQ: Spatiotemporal Question-Answering on Satellite Image Archives—0
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning—0
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks—0
Test-Time Adaptation for Visual Document Understanding—0
t-Exponential Memory Networks for Question-Answering Machines—0
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries—0
Text2Insight: Transform natural language text into insights seamlessly using multi-model architecture—0
Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science—0
Text-Aware Dual Routing Network for Visual Question Answering—0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey—0
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension—0
Textbooks Are All You Need II: phi-1.5 technical report—0
Textbook to triples: Creating knowledge graph in the form of triples from AI TextBook—0
Text Classification for Task-based Source Code Related Questions—0
Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles—0
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion—0
Text Data Augmentation: Towards better detection of spear-phishing emails—0
Text Embeddings for Retrieval From a Large Knowledge Base—0
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents—0
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration—0
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering—0
Text-level Discourse Dependency Parsing—0
Text-level Discourse Parsing with Rich Linguistic Features—0
TextMatch: Enhancing Image-Text Consistency Through Multimodal Optimization—0
DuReader_vis: A Chinese Dataset for Open-domain Document Visual Question Answering—0
Neon: News Entity-Interaction Extraction for Enhanced Question Answering—0
TextSquare: Scaling up Text-Centric Visual Instruction Tuning—0
PatentAgent: Intelligent Agent for Automated Pharmaceutical Patent Analysis—0
Textual Inference and Meaning Representation in Human Robot Interaction—0
Textually Enriched Neural Module Networks for Visual Question Answering—0
Textual Time Travel: A Temporally Informed Approach to Theory of Mind—0
TextVidBench: A Benchmark for Long Video Scene Text Understanding—0
TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang—0
TG-VQA: Ternary Game of Video Question Answering—0
Thai Sentence Paraphrasing from the Lexical Resource—0
Towards Lifelong Dialogue Agents via Timeline-based Memory Management—0
The Answer is at your Fingertips: Improving Passage Retrieval for Web Question Answering with Search Behavior Data—0
The APVA-TURBO Approach To Question Answering in Knowledge Base—0
The ART of LLM Refinement: Ask, Refine, and Trust—0
The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification—0
The Claude 3 Model Family: Opus, Sonnet, Haiku—0
The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA)—0
Show:102550
← PrevPage 209 of 217Next →
All datasetsSQuAD2.0SQuAD1.1HotpotQAPIQABoolQCOPATriviaQASQuAD1.1 devNatural QuestionsOpenBookQATruthfulQAMultiRC

Benchmark Results

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