| FACTS About Building Retrieval Augmented Generation-based Chatbots | Jul 10, 2024 | RAGReranking | —Unverified | 0 |
| Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability | Jul 9, 2024 | BenchmarkingDecoder | —Unverified | 0 |
| Grounded and Transparent Response Generation for Conversational Information-Seeking Systems | Jun 27, 2024 | Conversational Response GenerationPassage Retrieval | —Unverified | 0 |
| FIRST: Faster Improved Listwise Reranking with Single Token Decoding | Jun 21, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 2 |
| Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models | Jun 21, 2024 | Learning-To-RankPassage Ranking | CodeCode Available | 2 |
| medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs | Jun 20, 2024 | DiagnosticKnowledge Graphs | CodeCode Available | 0 |
| APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking | Jun 20, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation | Jun 19, 2024 | RerankingRetrieval | CodeCode Available | 0 |
| LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations | Jun 18, 2024 | DiversityFairness | —Unverified | 0 |
| Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation | Jun 17, 2024 | Machine TranslationNMT | —Unverified | 0 |
| Weighted KL-Divergence for Document Ranking Model Refinement | Jun 10, 2024 | Contrastive LearningDocument Ranking | —Unverified | 0 |
| LinkGPT: Teaching Large Language Models To Predict Missing Links | Jun 7, 2024 | Few-Shot LearningLink Prediction | CodeCode Available | 1 |
| A Survey of Generative Information Retrieval | Jun 3, 2024 | Information RetrievalMulti-Task Learning | CodeCode Available | 0 |
| Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models | May 31, 2024 | Open-Domain Question AnsweringPassage Reranking | CodeCode Available | 0 |
| ReChorus2.0: A Modular and Task-Flexible Recommendation Library | May 28, 2024 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 4 |
| Don't Forget to Connect! Improving RAG with Graph-based Reranking | May 28, 2024 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques | May 24, 2024 | AnatomyEntity Disambiguation | —Unverified | 0 |
| RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts | May 21, 2024 | RAGReranking | CodeCode Available | 0 |
| Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation | May 20, 2024 | Domain AdaptationMachine Translation | —Unverified | 0 |
| How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics | May 14, 2024 | Collaborative FilteringRecommendation Systems | —Unverified | 0 |
| Enhancing Mobile "How-to" Queries with Automated Search Results Verification and Reranking | Apr 13, 2024 | AI AgentReranking | CodeCode Available | 1 |
| RAR-b: Reasoning as Retrieval Benchmark | Apr 9, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Know When To Stop: A Study of Semantic Drift in Text Generation | Apr 8, 2024 | RerankingSemantic Similarity | —Unverified | 0 |
| Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models | Apr 6, 2024 | parameter-efficient fine-tuningReranking | —Unverified | 0 |
| RALL-E: Robust Codec Language Modeling with Chain-of-Thought Prompting for Text-to-Speech Synthesis | Apr 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ARAGOG: Advanced RAG Output Grading | Apr 1, 2024 | Document EmbeddingLanguage Modeling | CodeCode Available | 2 |
| TWOLAR: a TWO-step LLM-Augmented distillation method for passage Reranking | Mar 26, 2024 | DiversityPassage Reranking | CodeCode Available | 0 |
| InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models | Mar 25, 2024 | Instruction FollowingPassage Reranking | CodeCode Available | 0 |
| A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE | Mar 15, 2024 | RerankingRe-Ranking | —Unverified | 0 |
| Local positional graphs and attentive local features for a data and runtime-efficient hierarchical place recognition pipeline | Mar 15, 2024 | RerankingVisual Place Recognition | —Unverified | 0 |
| Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision | Mar 14, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 2 |
| LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries | Mar 12, 2024 | Pseudo LabelReranking | —Unverified | 0 |
| ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval | Mar 11, 2024 | RerankingRetrieval | —Unverified | 0 |
| 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 |
| Assessing generalization capability of text ranking models in Polish | Feb 22, 2024 | Domain GeneralizationInformation Retrieval | —Unverified | 0 |
| Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism | Feb 20, 2024 | Information RetrievalReranking | CodeCode Available | 0 |
| EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models | Feb 16, 2024 | Passage RerankingReranking | CodeCode Available | 0 |
| Multi-Query Focused Disaster Summarization via Instruction-Based Prompting | Feb 14, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Towards Unified Alignment Between Agents, Humans, and Environment | Feb 12, 2024 | Decision MakingReranking | —Unverified | 0 |
| Non-autoregressive Generative Models for Reranking Recommendation | Feb 10, 2024 | Recommendation SystemsReranking | —Unverified | 0 |
| List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation | Feb 5, 2024 | Information RetrievalLearning-To-Rank | CodeCode Available | 0 |
| eXplainable Bayesian Multi-Perspective Generative Retrieval | Feb 4, 2024 | Decision MakingFact Checking | —Unverified | 0 |
| RAG-Fusion: a New Take on Retrieval-Augmented Generation | Jan 31, 2024 | RAGReranking | —Unverified | 0 |
| Re3val: Reinforced and Reranked Generative Retrieval | Jan 30, 2024 | Passage RetrievalReranking | —Unverified | 0 |
| Reranking individuals: The effect of fair classification within-groups | Jan 24, 2024 | FairnessReranking | —Unverified | 0 |
| Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain | Jan 12, 2024 | DiversityNatural Language Inference | —Unverified | 0 |
| Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation | Jan 12, 2024 | Machine TranslationReranking | —Unverified | 0 |
| Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training | Jan 4, 2024 | DescriptiveImage Captioning | CodeCode Available | 1 |
| Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models | Dec 26, 2023 | DecoderReranking | CodeCode Available | 2 |