Browse State-of-the-Art › Open-Domain Question Answering › Papers, page 3

Open-Domain Question Answering

Papers archive 2025-07-28

archive papers tagged: 494 · with a code link: 238 · where Syntology ran a sample: 80 (68 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (80 of 494 tagged: 68 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument)

Page 3 of 5: papers 201 to 300 of 494, 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.

• A Replication Study of Dense Passage Retriever
  12 Apr 2021 1 repository listed
• Open Domain Question Answering over Tables via Dense Retrieval
  22 Mar 2021 1 repository listed
• Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder
  18 Feb 2021 1 repository listed
• PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
  13 Feb 2021 1 repository listed
• SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering
  6 Jan 2021 1 repository listed
• Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering
  1 Jan 2021 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• A Memory Efficient Baseline for Open Domain Question Answering
  30 Dec 2020 1 repository listed
• UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
  29 Dec 2020 1 repository listed
• Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
  26 Nov 2020 1 repository listed
• Answering Open-Domain Questions of Varying Reasoning Steps from Text
  23 Oct 2020 1 repository listed Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering
  21 Oct 2020 1 repository listed
• Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering
  16 Oct 2020 1 repository listed
• RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
  16 Oct 2020 1 repository listed
• On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks
  10 Oct 2020 1 repository listed
• SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval
  28 Sep 2020 1 repository listed
• Generation-Augmented Retrieval for Open-domain Question Answering
  17 Sep 2020 1 repository listed
• Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets
  6 Aug 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
  4 May 2020 1 repository listed
• BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA
  2 May 2020 1 repository listed
• Sparse, Dense, and Attentional Representations for Text Retrieval
  1 May 2020 1 repository listed
• Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering
  30 Apr 2020 1 repository listed
• Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
  18 Oct 2019 1 repository listed
• Language Models as Knowledge Bases?
  3 Sep 2019 1 repository listed
• XQA: A Cross-lingual Open-domain Question Answering Dataset
  1 Jul 2019 1 repository listed
• Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
  15 Jun 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
  13 Jun 2019 1 repository listed Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 4 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 19 harvested samples) · 4 pointer-only (licence)
• Neural Arabic Question Answering
  12 Jun 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
  14 May 2019 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
• Evidence Sentence Extraction for Machine Reading Comprehension
  23 Feb 2019 1 repository listed
• End-to-End Open-Domain Question Answering with BERTserini
  5 Feb 2019 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Cross-Pair Text Representations for Answer Sentence Selection
  1 Oct 2018 1 repository listed
• Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
  1 Oct 2018 1 repository listed
• Open-Domain Event Detection using Distant Supervision
  1 Aug 2018 1 repository listed
• Denoising Distantly Supervised Open-Domain Question Answering
  1 Jul 2018 1 repository listed
• A Question-Focused Multi-Factor Attention Network for Question Answering
  25 Jan 2018 1 repository listed
• Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
  14 Nov 2017 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 2 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• R³: Reinforced Reader-Ranker for Open-Domain Question Answering
  31 Aug 2017 1 repository listed
• Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
  1 Jul 2015 1 repository listed
• Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k
  10 Jun 2025 0 repositories listed
• Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
  21 May 2025 0 repositories listed
• Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation
  17 May 2025 0 repositories listed
• Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task
  4 Apr 2025 0 repositories listed
• CoRAG: Collaborative Retrieval-Augmented Generation
  2 Apr 2025 0 repositories listed
• Knowledge-Aware Iterative Retrieval for Multi-Agent Systems
  17 Mar 2025 0 repositories listed
• Optimizing open-domain question answering with graph-based retrieval augmented generation
  4 Mar 2025 0 repositories listed
• Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
  3 Mar 2025 0 repositories listed
• WebFAQ: A Multilingual Collection of Natural Q&A Datasets for Dense Retrieval
  28 Feb 2025 0 repositories listed
• From Retrieval to Generation: Comparing Different Approaches
  27 Feb 2025 0 repositories listed
• RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
  16 Feb 2025 0 repositories listed
• ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
  25 Jan 2025 0 repositories listed
• Passage Segmentation of Documents for Extractive Question Answering
  17 Jan 2025 0 repositories listed
• Parallel Key-Value Cache Fusion for Position Invariant RAG
  13 Jan 2025 0 repositories listed
• Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation
  25 Dec 2024 0 repositories listed
• Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design
  8 Dec 2024 0 repositories listed
• DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification
  30 Nov 2024 0 repositories listed
• Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering
  19 Nov 2024 0 repositories listed
• Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation
  11 Nov 2024 0 repositories listed
• JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
  31 Oct 2024 0 repositories listed
• Improve Dense Passage Retrieval with Entailment Tuning
  21 Oct 2024 0 repositories listed
• Advancing Large Language Model Attribution through Self-Improving
  17 Oct 2024 0 repositories listed
• Open Domain Question Answering with Conflicting Contexts
  16 Oct 2024 0 repositories listed
• BanglaQuAD: A Bengali Open-domain Question Answering Dataset
  14 Oct 2024 0 repositories listed
• LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering
  13 Oct 2024 0 repositories listed
• A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering
  20 Sep 2024 0 repositories listed
• A Statistical Framework for Data-dependent Retrieval-Augmented Models
  27 Aug 2024 0 repositories listed
• Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering
  24 Aug 2024 0 repositories listed
• Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
  8 Aug 2024 0 repositories listed
• Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
  2 Aug 2024 0 repositories listed
• Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models
  19 Jun 2024 0 repositories listed
• CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
  8 Jun 2024 0 repositories listed
• SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing
  1 Jun 2024 0 repositories listed
• Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action
  28 May 2024 0 repositories listed
• AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings
  23 May 2024 0 repositories listed
• Large Language Models Can Self-Correct with Key Condition Verification
  23 May 2024 0 repositories listed
• Improving Long Text Understanding with Knowledge Distilled from Summarization Model
  8 May 2024 0 repositories listed
• Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation
  6 May 2024 0 repositories listed
• Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization
  5 May 2024 0 repositories listed
• Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval
  15 Apr 2024 0 repositories listed
• Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization
  2 Apr 2024 0 repositories listed
• Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
  21 Mar 2024 0 repositories listed
• FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
  21 Mar 2024 0 repositories listed
• Answerability in Retrieval-Augmented Open-Domain Question Answering
  3 Mar 2024 0 repositories listed
• Automatic Question-Answer Generation for Long-Tail Knowledge
  3 Mar 2024 0 repositories listed
• Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
  27 Feb 2024 0 repositories listed
• Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
  21 Feb 2024 0 repositories listed
• BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
  16 Feb 2024 0 repositories listed
• A Dataset of Open-Domain Question Answering with Multiple-Span Answers
  15 Feb 2024 0 repositories listed
• A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
  1 Feb 2024 0 repositories listed
• CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering
  24 Jan 2024 0 repositories listed
• Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers
  9 Jan 2024 0 repositories listed
• Dynamic Retrieval-Augmented Generation
  14 Dec 2023 0 repositories listed
• Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks
  3 Nov 2023 0 repositories listed
• DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
  31 Oct 2023 0 repositories listed
• Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering
  26 Oct 2023 0 repositories listed
• Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
  23 Oct 2023 0 repositories listed
• Strong and Efficient Baselines for Open Domain Conversational Question Answering
  23 Oct 2023 0 repositories listed
• ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks
  19 Oct 2023 0 repositories listed
• RA-DIT: Retrieval-Augmented Dual Instruction Tuning
  2 Oct 2023 0 repositories listed
• Retrieving Supporting Evidence for Generative Question Answering
  20 Sep 2023 0 repositories listed
• Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
  15 Sep 2023 0 repositories listed

Syntology lines on 9 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 2026-09-28, 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.