| Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages | Dec 26, 2023 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| 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 |
| Discrete Conditional Diffusion for Reranking in Recommendation | Aug 14, 2023 | Recommendation SystemsReranking | —Unverified | 0 |
| Learning Evaluation Models from Large Language Models for Sequence Generation | Aug 8, 2023 | Machine TranslationReranking | CodeCode Available | 0 |
| Seasonality Based Reranking of E-commerce Autocomplete Using Natural Language Queries | Aug 3, 2023 | Natural Language QueriesReranking | —Unverified | 0 |
| Lightweight reranking for language model generations | Jul 11, 2023 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Citations as Queries: Source Attribution Using Language Models as Rerankers | Jun 29, 2023 | RerankingRetrieval | —Unverified | 0 |
| Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition | Jun 28, 2023 | DecoderDomain Adaptation | —Unverified | 0 |
| How About Kind of Generating Hedges using End-to-End Neural Models? | Jun 26, 2023 | Reranking | CodeCode Available | 0 |
| T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing | Jun 14, 2023 | Natural Language QueriesReranking | CodeCode Available | 0 |
| Generative Flow Network for Listwise Recommendation | Jun 4, 2023 | DiversityRecommendation Systems | CodeCode Available | 1 |
| Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking | Jun 1, 2023 | Abstractive Text SummarizationReranking | CodeCode Available | 0 |
| EEL: Efficiently Encoding Lattices for Reranking | Jun 1, 2023 | Conditional Text GenerationReranking | CodeCode Available | 0 |
| Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender | May 29, 2023 | DiversityRecommendation Systems | —Unverified | 0 |
| Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering | May 26, 2023 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors | May 25, 2023 | Contrastive LearningReranking | CodeCode Available | 0 |
| 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 |
| Bidirectional Transformer Reranker for Grammatical Error Correction | May 22, 2023 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Accurate Knowledge Distillation with n-best Reranking | May 20, 2023 | Knowledge DistillationReranking | —Unverified | 0 |
| Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution | May 18, 2023 | Information RetrievalReranking | CodeCode Available | 0 |
| Hybrid and Collaborative Passage Reranking | May 16, 2023 | Passage RerankingPassage Retrieval | CodeCode Available | 0 |
| Towards Writer Retrieval for Historical Datasets | May 9, 2023 | Graph SimilarityReranking | CodeCode Available | 1 |
| Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data | May 9, 2023 | Cross-Lingual Word EmbeddingsInformation Retrieval | CodeCode Available | 0 |
| Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition | May 4, 2023 | RerankingRetrieval | CodeCode Available | 1 |
| Zero-Shot Listwise Document Reranking with a Large Language Model | May 3, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Words to Code: Harnessing Data for Program Synthesis from Natural Language | May 2, 2023 | Program SynthesisReranking | —Unverified | 0 |