🤧Some Paper Read By @gunjianpan
This is a repository like 'douban' personal home page in ML & System field.
❱❱❱❱❱❱❱ ❱❱❱❱❱❱ ❱❱❱❱❱ ❱❱❱❱ ❱❱❱❱ ❱❱❱ ❱❱ ❱| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191220 | 190926 | ICLR 2020 | WKLM | add KB in pretrain | - | - |
| 191113 | 191110 | - | TENER | improve Transformer in NER | - | - |
| 191006 | 190926 | - | CRF-VAEs | VAE in NER | - | Unlabeled |
| 191006 | 190925 | CONLL 2019 | UnifiedNETagger | Multi-Corpus | NewBioNer | Unlabeled |
| 191020 | 190712 | AAAI 2019 | GRN | +Long-term->CNN | GRN | - |
| 191220 | 190327 | EMNLP 2019 | capitalized | capitalized in ner and pos | - | - |
| 200107 | 170613 | CONLL 2017 | zero-shot MRC | view NER as MRC | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200223 | 191120 | EMNLP 2019 | Boundary-aware | Boundary + Classify | boundary | - |
| 200223 | 191120 | BioNLP 2019 | ost | Recursive NER | ost | - |
| 200223 | 191110 | - | KGNER | MAQA + Knowledge | - | - |
| 191101 | 191028 | - | MRCNER | QA gen + Nested QA | - | - |
| 190916 | 190910 | EMNLP 2019 | DyGIE++ | Bertology | dygiepp | - |
| 190919 | 190905 | - | Second Best CRF | Recursive CRF | secondbest | optime cost |
| 190912 | 190903 | EMNLP 2019 | Combining Spans into Entities | Neural Net->CRF | disco_em19 | Two stage |
| 190920 | 190824 | - | Query-based NER | ->QA | - | usePriorInfo |
| 190812 | 190804 | ACL 2019 | Linearization Nest NER | label -> CONLL-like | - | Seq2seq |
| 190703 | 190630 | ACL 2019 | Merge and label | Two-stage | mergeLabel | threshold |
| 190703 | 190620 | ACL 2019 | Multi-Grained NER | Two-stage | MGNER | centerSearch |
| 190707 | 190405 | NAACL 2019 | DyGIE | Dynamic span graph | DyGIE | IE Framework |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200116 | 200106 | AAAI 2020 | Improve EL via latent Embedding | improve the embedding | - | - |
| 191216 | 191128 | AAAI 2020 | Inducing Relation | Induing Realtion using cloze | - | - |
| 200115 | 190721 | NLE 2019 | 25 years IE | survey IE in past 25years | - | - |
| 200108 | 190904 | ACL 2019 | RE view as Multi-turn MRC | Multi-turn like RL, MRC | MRC | - |
| 191128 | 190607 | ACL 2019 | Matching the Blanks | How to use BERT in relation link | BERTem | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200112 | 190917 | AAAI 2020 Reject | K-BERT | Integrated KG to sentence | K-BERT | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 181212 | 170725 | ICML 2017 | ConvS2S | CNN semantic | fairseq | notes |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200113 | 191031 | - | DuoBERT | Three-stage Recall-Rank(pairwise) | DuoBERT | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 190911 | 190829 | EMNLP 2019 | Universal Adversarial Triggers | Adversarial-NLP | universal-triggers | blog |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191218 | 190904 | EMNLP 2019 | KagNet | Commonsense via KB + Pretrain | KagNet | - |
| 200107 | 190604 | ACL 2019 | quantities | Rule-base Quantity | distribution-over-quantities | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191112 | 191029 | - | BART | Auto-Encode + Auto-Regressive | - | - |
| 191024 | 191024 | - | T5 | Decathlon | T5 | C4 |
| 191113 | 190926 | ICLR 2020 | ELECTRA | GAN -> difficult MASK | - | - |
| 190928 | 190926 | ICLR 2020 | ALBert | ReduceParams | - | - |
| 190801 | 190508 | - | UniLM | three Mask | unilm | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191228 | 190926 | ICLR 2020 | DEFINE | reduce embed size + residual | - | - |
| 191018 | 191002 | NIPS 2019 | DistillBert | support device | transformers | - |
| 191002 | 190926 | - | TinyBert | new tew-stage | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191216 | 190904 | EMNLP 2019 | LM as KB? | Bert in Relation Extraction | [LAMA][]10054 | - |
| 191014 | 190515 | ACL 2019 | Bert Rediscover | probe bert layer | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191020 | 190827 | EMNLP 2019 | Sentence Bert | Bert in STS | sentence-transformers | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200221 | 200827 | - | CodeBERT | NL + PL | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191017 | 191005 | - | Megatron-LM | parallelism & little code change | megatron-LM | blog |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191005 | 191001 | ICLR 2020 | BertScore | auto evaluation use bert | bertScore | - |
| 190926 | 190926 | - | CTRL | controllable generation | ctrl | - |
| 191010 | 190812 | - | UnLikelihood | unLikelihood | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200113 | 171107 | ICLR 2018 | No-autoregressive NMT | fertilities to auxiliary parallel | nonauto-nmt | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191006 | 190925 | EMNLP 2019 | CrossProject | Latent Space Project | CrossProject | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191111 | 191030 | EMNLP 2019 | Predict DS using sentiment | using sentiment generate DP dataSet | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191013 | 190906 | - | NeZha | chinese bert | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 190829 | 190525 | NIPS 2019 | Constellation Loss | Multiclass n + Triple | constellation_loss | - |
| 191007 | 170406 | CVPR 2017 | Quadruplet Loss | two margin | - | - |
| 190827 | 160601 | CVPR 2016 | Multi-class N-pair Loss | multi negative sample | - | - |
| 190827 | 150617 | CVPR 2015 | Triplet Loss | Triple | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191229 | 191127 | - | SHA-RNN | RNN + Att | sha-rnn | - |
| 191028 | 191022 | ICLR 2020 | Depth-adaptive Transformer | depth adaptive | - | - |
| 190929 | 190926 | - | LayerNorm Transformer | improve warm-up | - | - |
| 190716 | 190710 | - | Large Memory Layer | KeyValue search | XLM | |
| 190718 | 190624 | NIPS 2019 | Tensorized Transformer | decompose + param share | - | - |
| 190908 | 190606 | - | Macaron Net | Strange-Macaron | - | note |
| 190718 | 190519 | ACL 2019 | Adaptive Att span | adapting span | adaptiveSpan | - |
| 191118 | 190228 | NAACL 2019 | Star Transformer | FFN -> Star Arch | fastNLP | - |
| 190719 | 180710 | ICLR 2019 | Universal Transformer | Recurrent + ACT | UT | slider |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191229 | 190926 | ICLR 202 | Complex Order | Complex WE + PE | complex-order | explainable |
| 190425 | 190306 | ACL 2019 | Transformer-XL | Recurrent + Relative PE | Transformer-XL | reject once |
| 191229 | 180306 | NAACL 2018 | Self-Att with Relative PE | Relative PE | - | Transformer Writer |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 190819 | 190607 | ACL 2019 | Analysis Multi-Head | every head role | heads | - |
| 190619 | 190226 | NAACL 2019 | Attention not explanation | weighted correction + robust | AttentionExplanation | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191006 | 190926 | - | TabNet | NN method | googleResearch | interpretable |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191111 | 191107 | - | Dice Loss in NLP | like F1 FP==FN | - | - |
| 191011 | 190116 | ICLR 2019 | Class-Balance Loss | effective number sample | googleResearch | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200119 | 191211 | - | NegativeSampleInVAEs | using VAEs to solve OOD | - | - |
| 200117 | 181216 | ICDE 2019 | NSCaching | dynamical probability sampler replace GAN | NSCashing | - |
| 200117 | 180923 | AAAI 2018 | Incorporating GAN in Entity Linking | using GAN to generate high quality NS | - | - |
| 200118 | 180105 | AAAI 2018 | VSE-ens | dynamical sampler to reduce sample time | VSE-ens | - |
| 200119 | 140621 | AAAI 2014 | Translating2Hyperplanes | solve the multi-label problem | Knowledge | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191029 | 181030 | NIPS 2018 | Co-teaching | Memorize effect | Co-teaching | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191216 | 170214 | ECCV 2016 | Learning without forgetting | Multi-task by no old data | LwF | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191228 | 190926 | ICLR 2020 | Mixout | origin + dropout | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200104 | 190926 | ICLR 2020 | AdversarialSoftmax | negative sample + DT | AdversarialSoftMax | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200101 | 190725 | KDD 2019 | Job Mobility Prediction | Data Encoder + evaluate for job | - | video |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200110 | 190725 | AAAI 2019 | TableSense | detect Table Boundaries from spreadsheet | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191218 | 191015 | ICMLA 2019 | ComprehendMedical | Medical NER + RE API | AWS | - |
| 191011 | 191009 | - | Transformers | Unified API | Transformers | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 191005 | 190926 | ICLR 2020 | CrevNet | information preserving | - | - |
| Read | Public | Conference | Title | HighLight | Code | Other |
|---|---|---|---|---|---|---|
| 200222 | 040301 | OSDI 2004 | MapReduce | Map + Reduce For distribution cal | MapReduce | - |
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