| Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models | Dec 26, 2023 | DecoderReranking | CodeCode Available | 2 |
| Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP | Dec 19, 2023 | RAGReranking | —Unverified | 0 |
| Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking | Dec 14, 2023 | Image RetrievalReranking | —Unverified | 0 |
| Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations | Dec 14, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze! | Dec 5, 2023 | Information RetrievalReranking | CodeCode Available | 2 |
| Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance | Nov 25, 2023 | Code SearchReranking | —Unverified | 0 |
| Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning | Nov 16, 2023 | In-Context LearningMulti-class Classification | —Unverified | 0 |
| Aligning Neural Machine Translation Models: Human Feedback in Training and Inference | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Elastic Language Models | Nov 13, 2023 | Information RetrievalKnowledge Distillation | —Unverified | 0 |
| Samsung R&D Institute Philippines at WMT 2023 | Oct 25, 2023 | RerankingTranslation | —Unverified | 0 |
| Affective and Dynamic Beam Search for Story Generation | Oct 23, 2023 | RerankingSentence | CodeCode Available | 0 |
| Strong and Efficient Baselines for Open Domain Conversational Question Answering | Oct 23, 2023 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| An Empirical Study of Translation Hypothesis Ensembling with Large Language Models | Oct 17, 2023 | DiversityMachine Translation | CodeCode Available | 0 |
| Functional Overlap Reranking for Neural Code Generation | Oct 16, 2023 | Code GenerationReranking | CodeCode Available | 1 |
| Alteration Detection of Tensor Dependence Structure via Sparsity-Exploited Reranking Algorithm | Oct 13, 2023 | Reranking | —Unverified | 0 |
| Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models | Oct 11, 2023 | Passage RerankingReranking | CodeCode Available | 1 |
| Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model | Oct 10, 2023 | Machine TranslationNMT | —Unverified | 0 |
| RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models | Sep 26, 2023 | Information RetrievalReranking | CodeCode Available | 2 |
| Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models | Sep 21, 2023 | RerankingText Generation | —Unverified | 0 |
| MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods | Sep 19, 2023 | Machine TranslationNMT | —Unverified | 0 |
| HypR: A comprehensive study for ASR hypothesis revising with a reference corpus | Sep 18, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Zero-shot Audio Topic Reranking using Large Language Models | Sep 14, 2023 | Fact CheckingInformation Retrieval | —Unverified | 0 |
| Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information | Aug 23, 2023 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Global Features are All You Need for Image Retrieval and Reranking | Aug 14, 2023 | AllImage Retrieval | CodeCode Available | 2 |
