| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| Re2G: Retrieve, Rerank, Generate | Jul 13, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 |
| Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion | May 26, 2022 | Abstractive Dialogue SummarizationReranking | CodeCode Available | 1 |
| Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling | May 25, 2022 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| Few-shot Reranking for Multi-hop QA via Language Model Prompting | May 25, 2022 | Language ModelingOpen-Domain Question Answering | CodeCode Available | 1 |
| HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking | May 21, 2022 | Passage RankingPassage Re-Ranking | CodeCode Available | 1 |
| 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 |
| 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 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking | Dec 2, 2021 | Citation RecommendationReranking | CodeCode Available | 1 |
| Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries | Nov 1, 2021 | Cross-Modal RetrievalNatural Language Queries | CodeCode Available | 1 |
| 2nd Place Solution to Google Landmark Retrieval 2021 | Oct 8, 2021 | Image RetrievalPerson Re-Identification | CodeCode Available | 1 |
| A Temporal Variational Model for Story Generation | Sep 14, 2021 | Diversitymodel | CodeCode Available | 1 |
| mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset | Aug 31, 2021 | Information RetrievalMachine Translation | CodeCode Available | 1 |
| Reader-Guided Passage Reranking for Open-Domain Question Answering | Aug 1, 2021 | Open-Domain Question AnsweringPassage Reranking | CodeCode Available | 1 |
| Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval | Jun 21, 2021 | Information RetrievalPassage Ranking | CodeCode Available | 1 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction | May 10, 2021 | Grammatical Error CorrectionGrammatical Error Detection | CodeCode Available | 1 |
| RefSum: Refactoring Neural Summarization | Apr 15, 2021 | RerankingText Summarization | CodeCode Available | 1 |
| Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning | Apr 6, 2021 | AttributeReranking | CodeCode Available | 1 |
| Instance-level Image Retrieval using Reranking Transformers | Mar 22, 2021 | Image RetrievalReranking | CodeCode Available | 1 |
