| 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 |
