| Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations | Aug 1, 2021 | Entity ResolutionReranking | —Unverified | 0 |
| Discriminative Reranking for Neural Machine Translation | Aug 1, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| The USYD-JD Speech Translation System for IWSLT 2021 | Jul 24, 2021 | Knowledge DistillationNMT | —Unverified | 0 |
| Embedding-based Recommender System for Job to Candidate Matching on Scale | Jul 1, 2021 | Recommendation SystemsRepresentation Learning | —Unverified | 0 |
| Modeling Diagnostic Label Correlation for Automatic ICD Coding | Jun 24, 2021 | DiagnosticMedical Code Prediction | CodeCode Available | 0 |
| Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval | Jun 21, 2021 | Information RetrievalPassage Ranking | CodeCode Available | 1 |
| Assessing the Use of Prosody in Constituency Parsing of Imperfect Transcripts | Jun 14, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition | Jun 13, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer | Jun 9, 2021 | RerankingTranslation | —Unverified | 0 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization | Jun 1, 2021 | Reranking | —Unverified | 0 |
| Improving Human Text Simplification with Sentence Fusion | Jun 1, 2021 | RerankingSentence | —Unverified | 0 |
| If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering | Jun 1, 2021 | Answer SelectionMulti-hop Question Answering | —Unverified | 0 |
| Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems | Jun 1, 2021 | Entity Resolutionintent-classification | —Unverified | 0 |
| Leveraging Linguistic Coordination in Reranking N-Best Candidates For End-to-End Response Selection Using BERT | May 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Better than BERT but Worse than Baseline | May 12, 2021 | Reranking | —Unverified | 0 |
| Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models | May 10, 2021 | AllReranking | CodeCode Available | 0 |
| Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction | May 10, 2021 | Grammatical Error CorrectionGrammatical Error Detection | CodeCode Available | 1 |
| Leveraging Task Information in Grammatical Error Correction for Short Answer Assessment through Context-based Reranking | May 1, 2021 | Grammatical Error CorrectionReranking | —Unverified | 0 |
| Reranking Machine Translation Hypotheses with Structured and Web-based Language Models | Apr 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence | Apr 19, 2021 | Document RankingReranking | —Unverified | 0 |
| RefSum: Refactoring Neural Summarization | Apr 15, 2021 | RerankingText Summarization | CodeCode Available | 1 |
| First the worst: Finding better gender translations during beam search | Apr 15, 2021 | DiversityMachine Translation | CodeCode Available | 0 |
| Innovative Bert-based Reranking Language Models for Speech Recognition | Apr 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations | Apr 6, 2021 | Entity ResolutionReranking | —Unverified | 0 |
| Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning | Apr 6, 2021 | AttributeReranking | CodeCode Available | 1 |
| GRN: Generative Rerank Network for Context-wise Recommendation | Apr 2, 2021 | Recommendation SystemsReranking | —Unverified | 0 |
| Query Generation for Multimodal Documents | Apr 1, 2021 | RerankingRetrieval | —Unverified | 0 |
| Instance-level Image Retrieval using Reranking Transformers | Mar 22, 2021 | Image RetrievalReranking | CodeCode Available | 1 |
| CEQE: Contextualized Embeddings for Query Expansion | Mar 9, 2021 | RerankingRe-Ranking | —Unverified | 0 |
| Multilingual Answer Sentence Reranking via Automatically Translated Data | Feb 20, 2021 | Question AnsweringReranking | —Unverified | 0 |
| Model Agnostic Answer Reranking System for Adversarial Question Answering | Feb 5, 2021 | Question AnsweringReranking | —Unverified | 0 |
| Incremental Beam Manipulation for Natural Language Generation | Feb 4, 2021 | RerankingText Generation | CodeCode Available | 0 |
| Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval | Jan 21, 2021 | Learning-To-RankPassage Reranking | —Unverified | 0 |
| The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models | Jan 14, 2021 | Document RankingReranking | CodeCode Available | 1 |
| Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing | Jan 5, 2021 | Dialogue State TrackingInductive Bias | CodeCode Available | 1 |
| Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering | Jan 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Joint Verification and Reranking for Open Fact Checking Over Tables | Dec 30, 2020 | Fact CheckingReranking | —Unverified | 0 |
| Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval | Dec 28, 2020 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization | Dec 17, 2020 | Abstractive Text SummarizationInformation Retrieval | CodeCode Available | 0 |
| Leveraging Large Pretrained Models for WebNLG 2020 | Dec 1, 2020 | Reranking | CodeCode Available | 0 |
| Neural NLG for Methodius: From RST Meaning Representations to Texts | Dec 1, 2020 | RerankingSentence | CodeCode Available | 0 |
| Frugal neural reranking: evaluation on the Covid-19 literature | Dec 1, 2020 | Information RetrievalReranking | —Unverified | 0 |
| Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Context-Aware Text Normalisation for Historical Dialects | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Structured Metadata for Improving Question Answering on the Web | Dec 1, 2020 | Question AnsweringReranking | —Unverified | 0 |
| Facebook AI's WMT20 News Translation Task Submission | Nov 16, 2020 | Data AugmentationReranking | —Unverified | 0 |
| Facebook AI’s WMT20 News Translation Task Submission | Nov 1, 2020 | Data AugmentationReranking | —Unverified | 0 |
| Combination of Neural Machine Translation Systems at WMT20 | Nov 1, 2020 | Machine TranslationNMT | —Unverified | 0 |
| The University of Edinburgh-Uppsala University’s Submission to the WMT 2020 Chat Translation Task | Nov 1, 2020 | de-enMachine Translation | —Unverified | 0 |