| First the worst: Finding better gender translations during beam search | Nov 16, 2021 | DiversityReranking | —Unverified | 0 |
| Quality-Aware Decoding for Neural Machine Translation | Nov 16, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Illinois Japanese English News Translation for WMT 2021 | Nov 1, 2021 | NMTReranking | —Unverified | 0 |
| How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks | Nov 1, 2021 | Passage RerankingReranking | —Unverified | 0 |
| Facebook AI’s WMT21 News Translation Task Submission | Nov 1, 2021 | AllReranking | CodeCode Available | 0 |
| Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots | Nov 1, 2021 | RerankingRetrieval | —Unverified | 0 |
| Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking | Nov 1, 2021 | Document RankingLearning-To-Rank | —Unverified | 0 |
| Developing a Meta-suggestion Engine for Search Queries | Oct 25, 2021 | RerankingRe-Ranking | —Unverified | 0 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —Unverified | 0 |
| Ranking Facts for Explaining Answers to Elementary Science Questions | Oct 18, 2021 | Interpretable Machine LearningLearning-To-Rank | —Unverified | 0 |
| Generating Scientific Definitions with Controllable Complexity | Oct 16, 2021 | Reranking | —Unverified | 0 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 |
| SDR: Efficient Neural Re-ranking using Succinct Document Representation | Oct 3, 2021 | Information RetrievalQuantization | —Unverified | 0 |
| CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization | Sep 19, 2021 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval | Sep 7, 2021 | Cross-Lingual Information RetrievalDocument Ranking | —Unverified | 0 |
| Boosting Search Engines with Interactive Agents | Sep 1, 2021 | Information RetrievalReading Comprehension | —Unverified | 0 |
| GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback | Aug 13, 2021 | Information RetrievalReranking | —Unverified | 0 |
| Overview of the TREC 2020 Fair Ranking Track | Aug 11, 2021 | FairnessReranking | —Unverified | 0 |
| Facebook AI WMT21 News Translation Task Submission | Aug 6, 2021 | AllReranking | —Unverified | 0 |
| IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification | Aug 1, 2021 | ClassificationNatural Language Inference | —Unverified | 0 |
| Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations | Aug 1, 2021 | Entity ResolutionReranking | —Unverified | 0 |
| The USYD-JD Speech Translation System for IWSLT2021 | Aug 1, 2021 | Knowledge DistillationNMT | —Unverified | 0 |
| Discriminative Reranking for Neural Machine Translation | Aug 1, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization | Aug 1, 2021 | Extractive SummarizationExtractive Text Summarization | —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 |
| 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 |
| 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 |
| damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization | Jun 1, 2021 | Reranking | —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 |
| 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 |
| 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 |
| 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 |
| 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 |