| RAR-b: Reasoning as Retrieval Benchmark | Apr 9, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval | Feb 24, 2024 | DecoderReranking | CodeCode Available | 1 |
| Self-Retrieval: End-to-End Information Retrieval with One Large Language Model | Feb 23, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training | Jan 4, 2024 | DescriptiveImage Captioning | CodeCode Available | 1 |
| Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations | Dec 14, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Functional Overlap Reranking for Neural Code Generation | Oct 16, 2023 | Code GenerationReranking | CodeCode Available | 1 |
| Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models | Oct 11, 2023 | Passage RerankingReranking | CodeCode Available | 1 |
| HypR: A comprehensive study for ASR hypothesis revising with a reference corpus | Sep 18, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Generative Flow Network for Listwise Recommendation | Jun 4, 2023 | DiversityRecommendation Systems | CodeCode Available | 1 |
| Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering | May 26, 2023 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder | May 25, 2023 | Composed Image Retrieval (CoIR)Image Retrieval | CodeCode Available | 1 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Towards Writer Retrieval for Historical Datasets | May 9, 2023 | Graph SimilarityReranking | CodeCode Available | 1 |
| Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition | May 4, 2023 | RerankingRetrieval | CodeCode Available | 1 |
| Elastic Weight Removal for Faithful and Abstractive Dialogue Generation | Mar 30, 2023 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 |
| IRGen: Generative Modeling for Image Retrieval | Mar 17, 2023 | Image RetrievalReranking | CodeCode Available | 1 |
| 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 |
| R2Former: Unified Retrieval and Reranking Transformer for Place Recognition | Jan 1, 2023 | Feature CorrelationReranking | CodeCode Available | 1 |
| Visconde: Multi-document QA with GPT-3 and Neural Reranking | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Coder Reviewer Reranking for Code Generation | Nov 29, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Improving Bilingual Lexicon Induction with Cross-Encoder Reranking | Oct 30, 2022 | Bilingual Lexicon InductionCross Encoder Reranking | CodeCode Available | 1 |
| Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization | Oct 23, 2022 | RerankingRetrieval | CodeCode Available | 1 |
| Sentence Representation Learning with Generative Objective rather than Contrastive Objective | Oct 16, 2022 | Representation LearningReranking | CodeCode Available | 1 |
| 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 |