Sept. 20, 2021, 6:57 a.m.
Team: SberDevices
| Dataset | Score | Metric |
|---|---|---|
| LiDiRus | 0.32 | Matthew`s Corr |
| RCB | 0.45 / 0.532 | F1/Acc |
| PARus | 0.764 | Accuracy |
| MuSeRC | 0.855 / 0.608 | F1a/Em |
| TERRa | 0.775 | Accuracy |
| RUSSE | 0.773 | Accuracy |
| RWSD | 0.669 | Accuracy |
| DaNetQA | 0.79 | Accuracy |
| RuCoS | 0.86 / 0.859 | F1/EM |
Russian T5-large model. 740 million parameters, trained on 300G texts of different domains.
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| Category | Score |
|---|---|
| LOGIC | 0.20694602549177668 |
| KNOWLEDGE | 0.2617642051708644 |
| PREDICATE-ARGUMENT STRUCTURE | 0.3005668454878599 |
| LEXICAL SEMANTICS | 0.41830327755878044 |
| Lexical Semantics - Lexical Entailment | 0.3727642044390084 |
|---|---|
| Lexical Semantics - Morphological Negation | 0.6172133998483676 |
| Lexical Semantics - Factivity | 0.2721655269759087 |
| Lexical Semantics - Symmetry/Collectivity | 0.43852900965351466 |
| Lexical Semantics - Redundancy | 0.5247497678328021 |
| Lexical Semantics - Named Entities | 0.40482045237636816 |
| Lexical Semantics - Quantifiers | 0.37854910518078255 |
| Predicate-Argument Structure Core Args | 0.47544348941583686 |
| Predicate-Argument Structure Prepositional Phrases | 0.4454180314547771 |
| Predicate-Argument Structure Ellipsis/Implicits | 0.1649915822768611 |
| Predicate-Argument Structure Anaphora/Coreference | 0.15646620130993677 |
| Predicate-Argument Structure Active/Passive | 0.23461612570453771 |
| Predicate-Argument Structure Nominalization | 0.3373495424699933 |
| Predicate-Argument Structure Genitives/Partitives | 0.15724272550828775 |
| Predicate-Argument Structure Datives | 0.43463356032809364 |
| Predicate-Argument Structure Relative Clauses | 0.29814239699997197 |
| Predicate-Argument Structure Coordination Scopes | 0.33454829277463405 |
| Predicate-Argument Structure Intersectivity | 0.3107299650387684 |
| Predicate-Argument Structure Restrictivity | 0.09335200560186732 |
| Logic Negation | -0.09103804161885289 |
| Logic Double Negation | 0.3892494720807615 |
| Logic Interval/Numbers | 0.12121248708414586 |
| Logic Conjuction | 0.38666666666666666 |
| Logic Disjunction | 0.20430156738209967 |
| Logic Conditionals | -0.050964719143762556 |
| Logic Universal | 0.4029114820126901 |
| Logic Existential | 0.3851644432598216 |
| Logic Temporal | 0.11396057645963795 |
| Logic Upward Monotone | 0.6701754385964912 |
| Logic Downward Monotone | -0.24715576637149037 |
| Logic Non-Monotonic | 0.15445574836957118 |
| Knowledge Common Sense | 0.31542785259678374 |
| Knowledge World Knowledge | 0.1866948732559256 |
| Dataset | Speed | RAM |
|---|---|---|
| LiDiRus | - | - |
| RCB | - | - |
| PARus | - | - |
| MuSeRC | - | - |
| TERRa | - | - |
| RUSSE | - | - |
| RWSD | - | - |
| DaNetQA | - | - |
| RuCoS | - | - |