| Twist Decoding: Diverse Generators Guide Each Other | May 19, 2022 | Machine TranslationReranking | CodeCode Available | 1 |
| Quality-Aware Decoding for Neural Machine Translation | May 2, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Generating Scientific Definitions with Controllable Complexity | May 1, 2022 | Reranking | CodeCode Available | 1 |
| The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation | May 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation | May 1, 2022 | Machine TranslationReranking | —Unverified | 0 |
| SciEv: Finding Scientific Evidence Papers for Scientific News | Apr 30, 2022 | ArticlesReranking | —Unverified | 0 |
| A Method of Query Graph Reranking for Knowledge Base Question Answering | Apr 27, 2022 | Graph RankingKnowledge Base Question Answering | —Unverified | 0 |
| Multi-Level Interaction Reranking with User Behavior History | Apr 20, 2022 | Recommendation SystemsReranking | CodeCode Available | 1 |
| Unsupervised Cross-Task Generalization via Retrieval Augmentation | Apr 17, 2022 | RerankingRetrieval | CodeCode Available | 1 |
| Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval | Apr 5, 2022 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 0 |
| End-to-end Learnable Diversity-aware News Recommendation | Apr 1, 2022 | DiversityNews Recommendation | —Unverified | 0 |
| Internet-augmented language models through few-shot prompting for open-domain question answering | Mar 10, 2022 | Language ModellingOpen-Domain Question Answering | —Unverified | 0 |
| A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling | Mar 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation | Mar 1, 2022 | Machine TranslationNMT | —Unverified | 0 |
| Enabling arbitrary translation objectives with Adaptive Tree Search | Feb 23, 2022 | DecoderReranking | —Unverified | 0 |
| Consecutive Question Generation with Multitask Joint Reranking and Dynamic Rationale Search | Jan 16, 2022 | DiversityInformativeness | —Unverified | 0 |
| Re2G: Retrieve, Rerank, Generate | Jan 16, 2022 | Fact CheckingGPU | —Unverified | 0 |
| In Situ Answer Sentence Selection at Web-scale | Jan 16, 2022 | Multi-Task LearningOpen-Domain Question Answering | —Unverified | 0 |
| Double Retrieval and Ranking for Accurate Question Answering | Jan 16, 2022 | Answer SelectionQuestion Answering | —Unverified | 0 |
| GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models | Dec 20, 2021 | DiversityImage Generation | CodeCode Available | 2 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking | Dec 16, 2021 | Contrastive LearningDocument Embedding | CodeCode Available | 0 |
| Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking | Dec 2, 2021 | Citation RecommendationReranking | CodeCode Available | 1 |
| Quality-Aware Decoding for Neural Machine Translation | Nov 16, 2021 | Machine TranslationNMT | —Unverified | 0 |
| First the worst: Finding better gender translations during beam search | Nov 16, 2021 | DiversityReranking | —Unverified | 0 |
| Illinois Japanese English News Translation for WMT 2021 | Nov 1, 2021 | NMTReranking | —Unverified | 0 |
| Facebook AI’s WMT21 News Translation Task Submission | Nov 1, 2021 | AllReranking | CodeCode Available | 0 |
| How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks | Nov 1, 2021 | Passage RerankingReranking | —Unverified | 0 |
| Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries | Nov 1, 2021 | Cross-Modal RetrievalNatural Language Queries | CodeCode Available | 1 |
| 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 |
| Ranking Facts for Explaining Answers to Elementary Science Questions | Oct 18, 2021 | Interpretable Machine LearningLearning-To-Rank | —Unverified | 0 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —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 |
| 2nd Place Solution to Google Landmark Retrieval 2021 | Oct 8, 2021 | Image RetrievalPerson Re-Identification | CodeCode Available | 1 |
| 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 |
| A Temporal Variational Model for Story Generation | Sep 14, 2021 | Diversitymodel | CodeCode Available | 1 |
| 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 |
| mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset | Aug 31, 2021 | Information RetrievalMachine Translation | CodeCode Available | 1 |
| 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 |
| The USYD-JD Speech Translation System for IWSLT2021 | Aug 1, 2021 | Knowledge DistillationNMT | —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 |
| Reader-Guided Passage Reranking for Open-Domain Question Answering | Aug 1, 2021 | Open-Domain Question AnsweringPassage Reranking | CodeCode Available | 1 |
| Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization | Aug 1, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |