Browse State-of-the-Art › Learning-To-Rank › Papers, page 3
Learning-To-Rank
Papers archive 2025-07-28
archive papers tagged: 753 · with a code link: 213 · where Syntology ran a sample: 43 (36 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (43 of 753 tagged: 36 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 3 of 8: papers 201 to 300 of 753, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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23 May 2017 1 repository listed
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22 May 2017 1 repository listed
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15 May 2017 1 repository listed
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26 Jan 2017 1 repository listed
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5 Jan 2017 1 repository listed
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16 May 2016 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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9 Feb 2016 1 repository listed
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6 Dec 2015 1 repository listed
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1 Oct 2015 1 repository listed
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1 Sep 2015 1 repository listed
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1 Jul 2015 1 repository listed
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20 Feb 2015 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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1 Oct 2014 1 repository listed
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Towards Two-Stage Counterfactual Learning to Rank25 Jun 2025 0 repositories listed
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Bounded-Abstention Pairwise Learning to Rank29 May 2025 0 repositories listed
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Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision21 May 2025 0 repositories listed
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Beyond Pairwise Learning-To-Rank At Airbnb14 May 2025 0 repositories listed
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A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao12 May 2025 0 repositories listed
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FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement27 Mar 2025 0 repositories listed
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Long Context Modeling with Ranked Memory-Augmented Retrieval19 Mar 2025 0 repositories listed
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Weak Supervision for Improved Precision in Search Systems10 Mar 2025 0 repositories listed
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Entailment-Preserving First-order Logic Representations in Natural Language Entailment24 Feb 2025 0 repositories listed
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Cascading Bandits Robust to Adversarial Corruptions12 Feb 2025 0 repositories listed
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Offline Learning for Combinatorial Multi-armed Bandits31 Jan 2025 0 repositories listed
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Reqo: A Robust and Explainable Query Optimization Cost Model29 Jan 2025 0 repositories listed
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Efficient support ticket resolution using Knowledge Graphs31 Dec 2024 0 repositories listed
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Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks30 Dec 2024 0 repositories listed
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Effective and secure federated online learning to rank26 Dec 2024 0 repositories listed
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GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning6 Dec 2024 0 repositories listed
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A Versatile Influence Function for Data Attribution with Non-Decomposable Loss2 Dec 2024 0 repositories listed
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ICLERB: In-Context Learning Embedding and Reranker Benchmark28 Nov 2024 0 repositories listed
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LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System21 Nov 2024 0 repositories listed
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A Survey on E-Commerce Learning to Rank19 Nov 2024 0 repositories listed
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An Early FIRST Reproduction and Improvements to Single-Token Decoding for Fast Listwise Reranking8 Nov 2024 0 repositories listed
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Learning to Rank Salient Content for Query-focused Summarization1 Nov 2024 0 repositories listed
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Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification30 Oct 2024 0 repositories listed
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Optimizing Preference Alignment with Differentiable NDCG Ranking17 Oct 2024 0 repositories listed
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Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization13 Oct 2024 0 repositories listed
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COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework10 Oct 2024 0 repositories listed
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BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale3 Oct 2024 0 repositories listed
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Scale-Invariant Learning-to-Rank2 Oct 2024 0 repositories listed
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Meta Learning to Rank for Sparsely Supervised Queries29 Sep 2024 0 repositories listed
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Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation26 Sep 2024 0 repositories listed
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Towards More Relevant Product Search Ranking Via Large Language Models: An Empirical Study26 Sep 2024 0 repositories listed
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Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract)25 Sep 2024 0 repositories listed
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Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract)25 Sep 2024 0 repositories listed
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LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs23 Sep 2024 0 repositories listed
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Understanding the Effects of the Baidu-ULTR Logging Policy on Two-Tower Models18 Sep 2024 0 repositories listed
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A Framework for Ranking Content Providers Using Prompt Engineering and Self-Attention Network17 Sep 2024 0 repositories listed
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Proximal Ranking Policy Optimization for Practical Safety in Counterfactual Learning to Rank15 Sep 2024 0 repositories listed
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Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity8 Sep 2024 0 repositories listed
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Zeroshot Listwise Learning to Rank Algorithm for Recommendation5 Sep 2024 0 repositories listed
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Semi-Supervised Variational Adversarial Active Learning via Learning to Rank and Agreement-Based Pseudo Labeling23 Aug 2024 0 repositories listed
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Baby Bear: Seeking a Just Right Rating Scale for Scalar Annotations19 Aug 2024 0 repositories listed
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Contextual Dual Learning Algorithm with Listwise Distillation for Unbiased Learning to Rank19 Aug 2024 0 repositories listed
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Ranking Across Different Content Types: The Robust Beauty of Multinomial Blending17 Aug 2024 0 repositories listed
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Pairwise Judgment Formulation for Semantic Embedding Model in Web Search8 Aug 2024 0 repositories listed
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Set2Seq Transformer: Learning Permutation Aware Set Representations of Artistic Sequences6 Aug 2024 0 repositories listed
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Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank29 Jul 2024 0 repositories listed
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MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search22 Jul 2024 0 repositories listed
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Multi-objective Learning to Rank by Model Distillation9 Jul 2024 0 repositories listed
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Deep Domain Specialisation for single-model multi-domain learning to rank1 Jul 2024 0 repositories listed
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When Search Engine Services meet Large Language Models: Visions and Challenges28 Jun 2024 0 repositories listed
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Learning to Rank for Maps at Airbnb25 Jun 2024 0 repositories listed
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Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback21 Jun 2024 0 repositories listed
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MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model9 Jun 2024 0 repositories listed
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Towards Explainable Test Case Prioritisation with Learning-to-Rank Models22 May 2024 0 repositories listed
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GotFunding: A grant recommendation system based on scientific articles21 May 2024 0 repositories listed
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Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems8 May 2024 0 repositories listed
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Metalearners for Ranking Treatment Effects3 May 2024 0 repositories listed
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RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank3 May 2024 0 repositories listed
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Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations1 May 2024 0 repositories listed
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Learning to rank quantum circuits for hardware-optimized performance enhancement9 Apr 2024 0 repositories listed
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Chiplet Placement Order Exploration Based on Learning to Rank with Graph Representation7 Apr 2024 0 repositories listed
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Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval1 Apr 2024 0 repositories listed
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Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages7 Feb 2024 0 repositories listed
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Enhancing the efficiency of protein language models with minimal wet-lab data through few-shot learning3 Feb 2024 0 repositories listed
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InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization23 Jan 2024 0 repositories listed
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Towards Off-Policy Reinforcement Learning for Ranking Policies with Human Feedback17 Jan 2024 0 repositories listed
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Learning-to-Rank with Nested Feedback8 Jan 2024 0 repositories listed
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FSscore: A Machine Learning-based Synthetic Feasibility Score Leveraging Human Expertise20 Dec 2023 0 repositories listed
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A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization4 Dec 2023 0 repositories listed
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Bandit Learning to Rank with Position-Based Click Models: Personalized and Equal Treatments8 Nov 2023 0 repositories listed
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SortNet: Learning To Rank By a Neural-Based Sorting Algorithm3 Nov 2023 0 repositories listed
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Unbiased Offline Evaluation for Learning to Rank with Business Rules3 Nov 2023 0 repositories listed
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Learning to Rank for Active Learning via Multi-Task Bilevel Optimization25 Oct 2023 0 repositories listed
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Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank22 Oct 2023 0 repositories listed
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An Exploratory Study on Simulated Annealing for Feature Selection in Learning-to-Rank20 Oct 2023 0 repositories listed
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Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems16 Oct 2023 0 repositories listed
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Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition7 Oct 2023 0 repositories listed
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Replicating Relevance-Ranked Synonym Discovery in a New Language and Domain2 Oct 2023 0 repositories listed
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30 Sep 2023 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models16 Sep 2023 0 repositories listed
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Feature Engineering in Learning-to-Rank for Community Question Answering Task14 Sep 2023 0 repositories listed
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A Multi-Perspective Learning to Rank Approach to Support Children's Information Seeking in the Classroom29 Aug 2023 0 repositories listed
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TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers28 Aug 2023 0 repositories listed
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The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking5 Aug 2023 0 repositories listed
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Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank5 Aug 2023 0 repositories listed
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Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity31 Jul 2023 0 repositories listed
Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.