| STIR: Siamese Transformer for Image Retrieval Postprocessing | Apr 26, 2023 | Image RetrievalMetric Learning | CodeCode Available | 0 |
| Semantic Specialization for Knowledge-based Word Sense Disambiguation | Apr 22, 2023 | Language ModellingReranking | CodeCode Available | 0 |
| R^2Former: Unified Retrieval and Reranking Transformer for Place Recognition | Apr 6, 2023 | Feature CorrelationReranking | CodeCode Available | 0 |
| Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval | Apr 3, 2023 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| QUADRo: Dataset and Models for QUestion-Answer Database Retrieval | Mar 30, 2023 | Question AnsweringReranking | —Unverified | 0 |
| Elastic Weight Removal for Faithful and Abstractive Dialogue Generation | Mar 30, 2023 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 |
| Cross-utterance ASR Rescoring with Graph-based Label Propagation | Mar 27, 2023 | FairnessLanguage Modeling | —Unverified | 0 |
| IRGen: Generative Modeling for Image Retrieval | Mar 17, 2023 | Image RetrievalReranking | CodeCode Available | 1 |
| UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers | Mar 1, 2023 | Domain AdaptationInformation Retrieval | CodeCode Available | 2 |
| Extending English IR methods to multi-lingual IR | Feb 28, 2023 | Document TranslationReranking | —Unverified | 0 |
| Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs | Feb 23, 2023 | Answer GenerationReranking | —Unverified | 0 |
| Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead | Feb 21, 2023 | RerankingText to SQL | —Unverified | 0 |
| LEVER: Learning to Verify Language-to-Code Generation with Execution | Feb 16, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce | Feb 6, 2023 | RerankingRe-Ranking | CodeCode Available | 1 |
| Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization | Feb 2, 2023 | DiversityExtractive Summarization | —Unverified | 0 |
| An Experimental Study on Pretraining Transformers from Scratch for IR | Jan 25, 2023 | Passage RetrievalReranking | —Unverified | 0 |
| R2Former: Unified Retrieval and Reranking Transformer for Place Recognition | Jan 1, 2023 | Feature CorrelationReranking | CodeCode Available | 1 |
| Learning List-Level Domain-Invariant Representations for Ranking | Dec 21, 2022 | Domain AdaptationPassage Reranking | —Unverified | 0 |
| PairReranker: Pairwise Reranking for Natural Language Generation | Dec 20, 2022 | Machine TranslationReranking | —Unverified | 0 |
| HYRR: Hybrid Infused Reranking for Passage Retrieval | Dec 20, 2022 | Passage RetrievalReranking | —Unverified | 0 |
| Visconde: Multi-document QA with GPT-3 and Neural Reranking | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Simple Baseline for Beam Search Reranking | Dec 17, 2022 | Machine TranslationReranking | —Unverified | 0 |
| NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework | Dec 1, 2022 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| Coder Reviewer Reranking for Code Generation | Nov 29, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data | Nov 23, 2022 | MathReranking | CodeCode Available | 0 |
| A Bird's-eye View of Reranking: from List Level to Page Level | Nov 17, 2022 | Mixture-of-ExpertsRecommendation Systems | CodeCode Available | 0 |
| Consecutive Question Generation via Dynamic Multitask Learning | Nov 16, 2022 | Data AugmentationInformativeness | —Unverified | 0 |
| Error-Robust Retrieval for Chinese Spelling Check | Nov 15, 2022 | RerankingRetrieval | CodeCode Available | 0 |
| Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems | Nov 7, 2022 | RerankingTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| Improving Bilingual Lexicon Induction with Cross-Encoder Reranking | Oct 30, 2022 | Bilingual Lexicon InductionCross Encoder Reranking | CodeCode Available | 1 |
| NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost | Oct 26, 2022 | RerankingRetrieval | —Unverified | 0 |
| Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization | Oct 23, 2022 | RerankingRetrieval | CodeCode Available | 1 |
| N-Best Hypotheses Reranking for Text-To-SQL Systems | Oct 19, 2022 | RerankingText to SQL | —Unverified | 0 |
| Sentence Representation Learning with Generative Objective rather than Contrastive Objective | Oct 16, 2022 | Representation LearningReranking | CodeCode Available | 1 |
| MTEB: Massive Text Embedding Benchmark | Oct 13, 2022 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| Re3: Generating Longer Stories With Recursive Reprompting and Revision | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| GIDP: Learning a Good Initialization and Inducing Descriptor Post-enhancing for Large-scale Place Recognition | Sep 23, 2022 | Autonomous DrivingReranking | —Unverified | 0 |
| LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems | Aug 29, 2022 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Continuous Active Learning Using Pretrained Transformers | Aug 15, 2022 | Active LearningInformation Retrieval | —Unverified | 0 |
| 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 |
| PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN | Jul 5, 2022 | Passage RankingPassage Reranking | —Unverified | 0 |
| A Self-supervised Joint Training Framework for Document Reranking | Jul 1, 2022 | DecoderLanguage Modelling | —Unverified | 0 |
| Towards Robust Ranker for Text Retrieval | Jun 16, 2022 | Passage RetrievalReranking | —Unverified | 0 |
| Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion | May 26, 2022 | Abstractive Dialogue SummarizationReranking | 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 |
| Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling | May 25, 2022 | Causal Language ModelingLanguage Modeling | 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 |
| Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking | May 19, 2022 | Computational EfficiencyInformation Retrieval | CodeCode Available | 0 |