task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Dialogue > Dialogue Act Classification | Switchboard corpus | Bi-RNN + Self-Attention + Context | https://arxiv.org/abs/1904.02594v2 | Accuracy | 82.9 |
Dialogue > Dialogue Act Classification | Switchboard corpus | DAH-CRF | https://arxiv.org/abs/1810.09154v3 | Accuracy | 82.3 |
Dialogue > Dialogue Act Classification | Switchboard corpus | ALDMN | http://arxiv.org/abs/1811.05021v1 | Accuracy | 81.5 |
Dialogue > Dialogue Act Classification | Switchboard corpus | CRF-ASN | http://arxiv.org/abs/1711.05568v1 | Accuracy | 81.3 |
Dialogue > Dialogue Act Classification | Switchboard corpus | Bi-LSTM-CRF | http://arxiv.org/abs/1709.04250v2 | Accuracy | 79.2 |
Dialogue > Dialogue Act Classification | Switchboard corpus | Pretrained Hierarchical Transformer | https://arxiv.org/abs/2009.11152v3 | Accuracy | 79.2 |
Dialogue > Dialogue Act Classification | Switchboard corpus | Utt-Att-BiRNN | http://arxiv.org/abs/1805.06242v2 | Accuracy | 77.42 |
Dialogue > Dialogue Act Classification | Switchboard corpus | RNN with 3 utterances in context | http://arxiv.org/abs/1805.06280v1 | Accuracy | 77.34 |
Dialogue > Dialogue Act Classification | Switchboard corpus | CNN[[Lee and Dernoncourt2016]] | http://arxiv.org/abs/1603.03827v1 | Accuracy | 73.1 |
Dialogue > Dialogue Act Classification | Switchboard Dialog Act Corpus | Speaker-change Aware CRF | https://arxiv.org/abs/2004.02913v3 | Accuracy | 78.7 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Pretrained Hierarchical Transformer | https://arxiv.org/abs/2009.11152v3 | Accuracy | 92.4 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Hierarchical Fusion | https://aclanthology.org/2023.findings-emnlp.505.pdf | Accuracy | 91.8 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | CRF-ASN | http://arxiv.org/abs/1711.05568v1 | Accuracy | 91.7 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | HGRU + Beam Search + Guided attention | https://arxiv.org/abs/2002.08801v2 | Accuracy | 91.6 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Speaker | https://arxiv.org/abs/2109.05056v1 | Accuracy | 91.4 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Bi-RNN + Self-Attention + Context | https://arxiv.org/abs/1904.02594v2 | Accuracy | 91.1 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Bi-LSTM-CRF | http://arxiv.org/abs/1709.04250v2 | Accuracy | 90.9 |
Dialogue > Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | SGNN | https://aclanthology.org/D18-1105 | Accuracy | 86.7 |
Dialogue > Dialogue Act Classification | Switchboard dialogue act corpus | Speaker-change Aware CRF | https://arxiv.org/abs/2004.02913v3 | Accuracy | 78.7 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | GALAXY | https://arxiv.org/abs/2111.14592v8 | MultiWOZ (Success) | 85.3 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | GALAXY | https://arxiv.org/abs/2111.14592v8 | MultiWOZ (Inform) | 94.4 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | GALAXY | https://arxiv.org/abs/2111.14592v8 | BLEU | 20.5 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | Noisy Channel Model | https://arxiv.org/abs/2103.10518v1 | MultiWOZ (Success) | 76.2 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | Noisy Channel Model | https://arxiv.org/abs/2103.10518v1 | MultiWOZ (Inform) | 86.9 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | Noisy Channel Model | https://arxiv.org/abs/2103.10518v1 | BLEU | 20.6 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | AuGPT | https://arxiv.org/abs/2102.05126v3 | MultiWOZ (Success) | 75.5 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | AuGPT | https://arxiv.org/abs/2102.05126v3 | MultiWOZ (Inform) | 90.2 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | AuGPT | https://arxiv.org/abs/2102.05126v3 | BLEU | 17.2 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SOLOIST | https://arxiv.org/abs/2005.05298v4 | MultiWOZ (Success) | 72.9 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SOLOIST | https://arxiv.org/abs/2005.05298v4 | MultiWOZ (Inform) | 85.5 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SOLOIST | https://arxiv.org/abs/2005.05298v4 | BLEU | 16.5 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | MultiWOZ (Success) | 70.1 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | MultiWOZ (Inform) | 84.4 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | BLEU | 15.0 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | DAMD | https://arxiv.org/abs/1911.10484v2 | MultiWOZ (Success) | 60.4 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | DAMD | https://arxiv.org/abs/1911.10484v2 | MultiWOZ (Inform) | 76.3 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.0 | DAMD | https://arxiv.org/abs/1911.10484v2 | BLEU | 18.6 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | GALAXY | https://arxiv.org/abs/2111.14592v8 | MultiWOZ (Success) | 86.20 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | GALAXY | https://arxiv.org/abs/2111.14592v8 | MultiWOZ (Inform) | 95.30 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | GALAXY | https://arxiv.org/abs/2111.14592v8 | BLEU | 20.01 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | LABES-S2S | https://arxiv.org/abs/2009.08115v3 | MultiWOZ (Success) | 67.1 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | LABES-S2S | https://arxiv.org/abs/2009.08115v3 | MultiWOZ (Inform) | 78.1 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | LABES-S2S | https://arxiv.org/abs/2009.08115v3 | BLEU | 18.3 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | AuGPT | https://arxiv.org/abs/2102.05126v3 | MultiWOZ (Success) | 72.9 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | AuGPT | https://arxiv.org/abs/2102.05126v3 | MultiWOZ (Inform) | 91.4 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | AuGPT | https://arxiv.org/abs/2102.05126v3 | BLEU | 17.2 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | MultiWOZ (Success) | 70.5 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | MultiWOZ (Inform) | 85.0 |
Dialogue > End-To-End Dialogue Modelling | MULTIWOZ 2.1 | SimpleTOD | https://arxiv.org/abs/2005.00796v4 | BLEU | 15.2 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Linear | https://aclanthology.org/P08-1095 | 1-1 | 59.7 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Linear | https://aclanthology.org/P08-1095 | Local | 80.8 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Linear | https://aclanthology.org/P08-1095 | Shen F-1 | 63.0 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Linear | https://arxiv.org/abs/1810.11118v2 | 1-1 | 59.7 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | 1-1 | 43.4 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | Local | 67.9 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Kummerfeld) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | Shen F-1 | 50.7 |
Dialogue > Conversation Disentanglement | irc-disentanglement | BERT + BiLSTM | https://arxiv.org/abs/2004.01940v1 | VI | 93.3 |
Dialogue > Conversation Disentanglement | irc-disentanglement | BERT + BiLSTM | https://arxiv.org/abs/2004.01940v1 | P | 44.3 |
Dialogue > Conversation Disentanglement | irc-disentanglement | BERT + BiLSTM | https://arxiv.org/abs/2004.01940v1 | R | 49.6 |
Dialogue > Conversation Disentanglement | irc-disentanglement | BERT + BiLSTM | https://arxiv.org/abs/2004.01940v1 | F | 46.8 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Vote | https://arxiv.org/abs/1810.11118v2 | VI | 91.5 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Vote | https://arxiv.org/abs/1810.11118v2 | 1-1 | 76.0 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Vote | https://arxiv.org/abs/1810.11118v2 | P | 36.3 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Vote | https://arxiv.org/abs/1810.11118v2 | R | 39.7 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Vote | https://arxiv.org/abs/1810.11118v2 | F | 38.0 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Feedforward | https://arxiv.org/abs/1810.11118v2 | VI | 91.3 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Feedforward | https://arxiv.org/abs/1810.11118v2 | 1-1 | 75.6 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Feedforward | https://arxiv.org/abs/1810.11118v2 | P | 34.6 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Feedforward | https://arxiv.org/abs/1810.11118v2 | R | 38.0 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Feedforward | https://arxiv.org/abs/1810.11118v2 | F | 36.2 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Linear | https://aclanthology.org/P08-1095 | VI | 82.1 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Linear | https://aclanthology.org/P08-1095 | 1-1 | 51.4 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Linear | https://aclanthology.org/P08-1095 | P | 12.1 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Linear | https://aclanthology.org/P08-1095 | R | 21.5 |
Dialogue > Conversation Disentanglement | irc-disentanglement | Linear | https://aclanthology.org/P08-1095 | F | 15.5 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Intersect | https://arxiv.org/abs/1810.11118v2 | VI | 69.3 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Intersect | https://arxiv.org/abs/1810.11118v2 | 1-1 | 26.6 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Intersect | https://arxiv.org/abs/1810.11118v2 | P | 67.0 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Intersect | https://arxiv.org/abs/1810.11118v2 | R | 21.1 |
Dialogue > Conversation Disentanglement | irc-disentanglement | FF ensemble: Intersect | https://arxiv.org/abs/1810.11118v2 | F | 32.1 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Linear | https://aclanthology.org/P08-1095 | 1-1 | 53.1 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Linear | https://aclanthology.org/P08-1095 | Local | 81.9 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Linear | https://aclanthology.org/P08-1095 | Shen F-1 | 55.1 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Feedforward | https://arxiv.org/abs/1810.11118v2 | 1-1 | 52.1 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Feedforward | https://arxiv.org/abs/1810.11118v2 | Local | 77.8 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Feedforward | https://arxiv.org/abs/1810.11118v2 | Shen F-1 | 53.8 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | 1-1 | 45.1 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | Local | 73.8 |
Dialogue > Conversation Disentanglement | Linux IRC (Ch2 Elsner) | Heuristic | https://core.ac.uk/download/pdf/230775856.pdf | Shen F-1 | 51.8 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Overall Human Rating | 4.15 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Coherent | 2.8017 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Error Recovery | 2.7518 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Consistent | 0.9390 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Diversity | 2.7441 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Topic Depth | 2.7678 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Likeable | 2.7878 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Understanding | 2.8285 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Flexible | 2.8000 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Informative | 2.7881 |
Dialogue > Interactive Evaluation of Dialog | DSTC9 Track 3 - Task 2 | PLATO-2 | https://arxiv.org/abs/2105.02482v2 | Inquisitive | 2.7949 |
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