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NLP AI research · SOTA2 Research

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Research domain

NLP

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4,964 benchmarks · 1,706 papersClassification 3,780 benchmarks · 2,524 papersMathematical Reasoning 3,005 benchmarks · 2,086 papersQuestion Answering 1,408 benchmarks · 477 papersMachine Translation 1,137 benchmarks · 1,188 papersVisual Question Answering 921 benchmarks · 1,070 papersLanguage Modeling 705 benchmarks · 431 papersText Classification 677 benchmarks · 627 papersReasoning 631 benchmarks · 338 papersNamed Entity Recognition 507 benchmarks · 373 papersMulti-hop Question Answering 466 benchmarks · 318 papersSummarization 426 benchmarks · 329 papersSentiment Analysis 420 benchmarks · 178 papers

Hallucination Detection

404 benchmarks · 788 papersCommonsense Reasoning

373 benchmarks · 353 papersImage Captioning

372 benchmarks · 402 papersNatural Language Inference

367 benchmarks · 282 papersMultiple-choice Question Answering

339 benchmarks · 151 papersMulti-Label Classification

316 benchmarks · 238 papersMath Reasoning

280 benchmarks · 474 papersNatural Language Understanding

272 benchmarks · 185 papersRelation Extraction

270 benchmarks · 264 papersLogical reasoning

266 benchmarks · 178 papersFew-shot classification

238 benchmarks · 206 papersSentiment Classification

238 benchmarks · 284 papersMultimodal Reasoning

236 benchmarks · 250 papersScientific Reasoning

227 benchmarks · 111 papersGenerative Modeling

227 benchmarks · 260 papersReading Comprehension

217 benchmarks · 183 papersMedical Question Answering

215 benchmarks · 170 papersSpatial Reasoning

214 benchmarks · 152 papersMathematical Problem Solving

211 benchmarks · 142 papersText Generation

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