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 Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | Inform_mct | 90.1 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | Success | 57.0 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | Success_mct | 72.7 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | BLEU | 12.05 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | PPL | 10.49 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | Sensibleness | 0.52 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | Specificity | 0.47 |
Dialogue > Dialogue Generation | FusedChat | Two-in-one model | https://arxiv.org/abs/2109.04137v3 | SSA | 0.50 |
Dialogue > Dialogue Generation | Amazon-5 | mm | http://arxiv.org/abs/1701.06547v5 | 1 in 10 R@2 | 5 |
Dialogue > Dialogue Generation | Persona-Chat | LMEDR | https://arxiv.org/abs/2301.04871v2 | Avg F1 | 21.99 |
Dialogue > Dialogue Generation | Persona-Chat | P^2 Bot | https://arxiv.org/abs/2004.05388v1 | Avg F1 | 19.77 |
Dialogue > Dialogue Generation | Persona-Chat | TransferTransfo | http://arxiv.org/abs/1901.08149v2 | Avg F1 | 19.09 |
Dialogue > Dialogue Generation | Persona-Chat | Seq2Seq + Attention | http://arxiv.org/abs/1409.0473v7 | Avg F1 | 16.18 |
Dialogue > Dialogue Generation | Persona-Chat | KV Profile Memory | http://arxiv.org/abs/1801.07243v5 | Avg F1 | 11.9 |
Dialogue > Dialogue Generation | Persona-Chat | Synthesizer (R+V) | https://arxiv.org/abs/2005.00743v3 | BLEU-1 | 14.7 |
Dialogue > Dialogue Generation | Persona-Chat | Synthesizer (R+V) | https://arxiv.org/abs/2005.00743v3 | ROUGE-L | 14.79 |
Dialogue > Dialogue Generation | Persona-Chat | Synthesizer (R+V) | https://arxiv.org/abs/2005.00743v3 | METEOR | 6.39 |
Dialogue > Dialogue Generation | Persona-Chat | Synthesizer (R+V) | https://arxiv.org/abs/2005.00743v3 | CIDr | 19.09 |
Dialogue > Dialogue Generation | CMU-DoG | ∞-former (Sticky memories) | https://arxiv.org/abs/2109.00301v3 | F1 | 9.01 |
Dialogue > Dialogue Generation | CMU-DoG | ∞-former (Sticky memories) | https://arxiv.org/abs/2109.00301v3 | ROUGE-1 | 15.37 |
Dialogue > Dialogue Generation | CMU-DoG | ∞-former (Sticky memories) | https://arxiv.org/abs/2109.00301v3 | Rouge-L | 12.56 |
Dialogue > Dialogue Generation | CMU-DoG | ∞-former (Sticky memories) | https://arxiv.org/abs/2109.00301v3 | Meteor | 7.55 |
Dialogue > Dialogue Generation | Ubuntu Dialogue (Cmd) | MrRNN Act.-Ent. | http://arxiv.org/abs/1606.00776v2 | Accuracy | 95.04% |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | FV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | BLEU | 1.99 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | FV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-1 | 0.0056 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | FV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-2 | 0.0431 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | FV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-3 | 0.125 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | FV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-4 | 0.2215 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | CV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | BLEU | 1.97 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | CV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-1 | 0.0041 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | CV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-2 | 0.0353 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | CV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-3 | 0.0999 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | CV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-4 | 0.1726 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/ MI) | https://arxiv.org/abs/2109.12761v2 | BLEU | 1.96 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/ MI) | https://arxiv.org/abs/2109.12761v2 | Dis-1 | 0.0039 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/ MI) | https://arxiv.org/abs/2109.12761v2 | Dis-2 | 0.0311 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/ MI) | https://arxiv.org/abs/2109.12761v2 | Dis-3 | 0.0953 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/ MI) | https://arxiv.org/abs/2109.12761v2 | Dis-4 | 0.163 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | BLEU | 1.95 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-1 | 0.0037 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-2 | 0.0302 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-3 | 0.0929 |
Dialogue > Dialogue Generation > Multi-modal Dialogue Generation | OpenViDial 2.0 | NV (w/o MI) | https://arxiv.org/abs/2109.12761v2 | Dis-4 | 0.1711 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Seq2Seq-DU-w/oSchema | https://arxiv.org/abs/2011.09553v2 | Joint | 85 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | StateNet | http://arxiv.org/abs/1810.09587v1 | Joint | 75.5 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Request | 97.5 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Area | - |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Food | - |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Price | - |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Joint | 74.5 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | T5 (span) | https://arxiv.org/abs/2108.13990v2 | Joint | 73.6 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Request | 96.5 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Area | 90 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Food | 84 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Price | 94 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Joint | 73.4 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Liu et al. | http://arxiv.org/abs/1804.06512v1 | Request | - |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Liu et al. | http://arxiv.org/abs/1804.06512v1 | Area | 90 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Liu et al. | http://arxiv.org/abs/1804.06512v1 | Food | 84 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Liu et al. | http://arxiv.org/abs/1804.06512v1 | Price | 92 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | Liu et al. | http://arxiv.org/abs/1804.06512v1 | Joint | 72 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | RNN | null | Request | 95.7 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | RNN | null | Area | 92 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | RNN | null | Food | 86 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | RNN | null | Price | 86 |
Dialogue > Dialogue State Tracking | Second dialogue state tracking challenge | RNN | null | Joint | 69 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.1 | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | Joint Acc | 54.2 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.1 | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | Joint Acc | 53.5 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.1 | SGP-DST (base) | https://arxiv.org/abs/2109.07506v1 | MultiWOZ (Joint Goal Acc) | 56.66 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.1 | SGP-DST (small) | https://arxiv.org/abs/2109.07506v1 | MultiWOZ (Joint Goal Acc) | 56.12 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.2 | SGP-DST (base) | https://arxiv.org/abs/2109.07506v1 | MultiWOZ (Joint Goal Acc) | 57.6 |
Dialogue > Dialogue State Tracking | MULTIWOZ 2.2 | SGP-DST (small) | https://arxiv.org/abs/2109.07506v1 | MultiWOZ (Joint Goal Acc) | 56.3 |
Dialogue > Dialogue State Tracking | CoSQL | RASAT+PICARD | https://arxiv.org/abs/2205.06983v2 | question match accuracy | 55.7 |
Dialogue > Dialogue State Tracking | CoSQL | RASAT+PICARD | https://arxiv.org/abs/2205.06983v2 | interaction match accuracy | 26.5 |
Dialogue > Dialogue State Tracking | CoSQL | T5-3B + PICARD | https://arxiv.org/abs/2109.05093v1 | question match accuracy | 54.6 |
Dialogue > Dialogue State Tracking | CoSQL | T5-3B + PICARD | https://arxiv.org/abs/2109.05093v1 | interaction match accuracy | 23.7 |
Dialogue > Dialogue State Tracking | CoSQL | HIE-SQL + GraPPa | https://openreview.net/forum?id=fX8TXF-LD21 | question match accuracy | 53.9 |
Dialogue > Dialogue State Tracking | CoSQL | HIE-SQL + GraPPa | https://openreview.net/forum?id=fX8TXF-LD21 | interaction match accuracy | 24.6 |
Dialogue > Dialogue State Tracking | CoSQL | RAT-SQL + SCoRe | https://openreview.net/forum?id=oyZxhRI2RiE | question match accuracy | 51.6 |
Dialogue > Dialogue State Tracking | CoSQL | RAT-SQL + SCoRe | https://openreview.net/forum?id=oyZxhRI2RiE | interaction match accuracy | 21.2 |
Dialogue > Dialogue State Tracking | CoSQL | R²SQL + BERT | https://arxiv.org/abs/2101.01686v1 | question match accuracy | 46.8 |
Dialogue > Dialogue State Tracking | CoSQL | R²SQL + BERT | https://arxiv.org/abs/2101.01686v1 | interaction match accuracy | 17.0 |
Dialogue > Dialogue State Tracking | CoSQL | Edit-SQL+BERT | https://arxiv.org/abs/1909.00786v2 | question match accuracy | 40.8 |
Dialogue > Dialogue State Tracking | CoSQL | Edit-SQL+BERT | https://arxiv.org/abs/1909.00786v2 | interaction match accuracy | 13.7 |
Dialogue > Dialogue State Tracking | CoSQL | GAZP+BERT | https://arxiv.org/abs/2009.07396v3 | question match accuracy | 39.7 |
Dialogue > Dialogue State Tracking | CoSQL | GAZP+BERT | https://arxiv.org/abs/2009.07396v3 | interaction match accuracy | 12.8 |
Dialogue > Dialogue State Tracking | CoSQL | SyntaxSQL-con | https://arxiv.org/abs/1909.05378v1 | question match accuracy | 14.1 |
Dialogue > Dialogue State Tracking | CoSQL | SyntaxSQL-con | https://arxiv.org/abs/1909.05378v1 | interaction match accuracy | 2.2 |
Dialogue > Dialogue State Tracking | CoSQL | CD-Seq2seq | https://arxiv.org/abs/1909.05378v1 | question match accuracy | 13.9 |
Dialogue > Dialogue State Tracking | CoSQL | CD-Seq2seq | https://arxiv.org/abs/1909.05378v1 | interaction match accuracy | 2.6 |
Dialogue > Dialogue State Tracking | MMConv | PaCE | https://arxiv.org/abs/2305.14839v2 | Categorical Accuracy | 92.2 |
Dialogue > Dialogue State Tracking | MMConv | PaCE | https://arxiv.org/abs/2305.14839v2 | Non-Categorical Accuracy | 43.4 |
Dialogue > Dialogue State Tracking | MMConv | PaCE | https://arxiv.org/abs/2305.14839v2 | Overall | 39.2 |
Dialogue > Dialogue State Tracking | MMConv | DS-DST | https://dl.acm.org/doi/abs/10.1145/3404835.3462970 | Categorical Accuracy | 91.0 |
Dialogue > Dialogue State Tracking | MMConv | DS-DST | https://dl.acm.org/doi/abs/10.1145/3404835.3462970 | Non-Categorical Accuracy | 23.0 |
Dialogue > Dialogue State Tracking | MMConv | DS-DST | https://dl.acm.org/doi/abs/10.1145/3404835.3462970 | Overall | 18.0 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | PaCE | https://arxiv.org/abs/2305.14839v2 | Slot F1 | 87.0 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | PaCE | https://arxiv.org/abs/2305.14839v2 | Act F1 | 97.1 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | BART-large | https://aclanthology.org/2022.findings-naacl.61 | Slot F1 | 88.3 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | BART-large | https://aclanthology.org/2022.findings-naacl.61 | Act F1 | 96.3 |
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