Browse State-of-the-Art › Answer Generation › Papers, page 2

Answer Generation

Papers archive 2025-07-28

archive papers tagged: 280 · with a code link: 111 · where Syntology ran a sample: 28 (21 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 (28 of 280 tagged: 21 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 280, 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.

• End-to-End Video Question-Answer Generation with Generator-Pretester Network
  5 Jan 2021 1 repository listed
• RMM: A Recursive Mental Model for Dialogue Navigation
  1 Nov 2020 1 repository listed
• Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce
  27 Aug 2020 1 repository listed
• ConfNet2Seq: Full Length Answer Generation from Spoken Questions
  9 Jun 2020 1 repository listed
• RMM: A Recursive Mental Model for Dialog Navigation
  2 May 2020 1 repository listed
• VD-BERT: A Unified Vision and Dialog Transformer with BERT
  28 Apr 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 1 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) · 9 unverified (of 11 harvested samples)
• Answering Naturally: Factoid to Full length Answer Generation
  1 Nov 2019 1 repository listed
• AmazonQA: A Review-Based Question Answering Task
  12 Aug 2019 1 repository listed
• Review-Driven Answer Generation for Product-Related Questions in E-Commerce
  27 Apr 2019 1 repository listed
• Product-Aware Answer Generation in E-Commerce Question-Answering
  23 Jan 2019 1 repository listed
• R³: Reinforced Reader-Ranker for Open-Domain Question Answering
  31 Aug 2017 1 repository listed
• Small Encoders Can Rival Large Decoders in Detecting Groundedness
  26 Jun 2025 0 repositories listed
• GEMeX-ThinkVG: Towards Thinking with Visual Grounding in Medical VQA via Reinforcement Learning
  22 Jun 2025 0 repositories listed
• RAGtifier: Evaluating RAG Generation Approaches of State-of-the-Art RAG Systems for the SIGIR LiveRAG Competition
  17 Jun 2025 0 repositories listed
• FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design
  16 Jun 2025 0 repositories listed
• CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making
  15 Jun 2025 0 repositories listed
• LLM-Driven Personalized Answer Generation and Evaluation
  12 Jun 2025 0 repositories listed
• Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering
  12 Jun 2025 0 repositories listed
• A Survey on Large Language Models for Mathematical Reasoning
  10 Jun 2025 0 repositories listed
• CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs
  10 Jun 2025 0 repositories listed
• CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG
  3 Jun 2025 0 repositories listed
• AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
  30 May 2025 0 repositories listed
• LaMP-QA: A Benchmark for Personalized Long-form Question Answering
  30 May 2025 0 repositories listed
• DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems
  26 May 2025 0 repositories listed
• The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems
  24 May 2025 0 repositories listed
• Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports
  22 May 2025 0 repositories listed
• BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law
  21 May 2025 0 repositories listed
• When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
  21 May 2025 0 repositories listed
• NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
  20 May 2025 0 repositories listed
• Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG
  7 Apr 2025 0 repositories listed
• A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support
  29 Mar 2025 0 repositories listed
• MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation
  29 Mar 2025 0 repositories listed
• The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction
  29 Mar 2025 0 repositories listed
• A Survey of Large Language Model Agents for Question Answering
  24 Mar 2025 0 repositories listed
• RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning
  17 Mar 2025 0 repositories listed
• MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering
  8 Mar 2025 0 repositories listed
• Enhancing Multi-hop Reasoning in Vision-Language Models via Self-Distillation with Multi-Prompt Ensembling
  3 Mar 2025 0 repositories listed
• AgentRM: Enhancing Agent Generalization with Reward Modeling
  25 Feb 2025 0 repositories listed Syntology 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)
• Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
  23 Feb 2025 0 repositories listed
• Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
  20 Feb 2025 0 repositories listed
• TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition
  19 Feb 2025 0 repositories listed
• QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval
  12 Feb 2025 0 repositories listed
• ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval
  11 Feb 2025 0 repositories listed
• EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering
  22 Jan 2025 0 repositories listed
• Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering
  20 Jan 2025 0 repositories listed
• Reliable Text-to-SQL with Adaptive Abstention
  18 Jan 2025 0 repositories listed
• FiVL: A Framework for Improved Vision-Language Alignment
  19 Dec 2024 0 repositories listed
• VISA: Retrieval Augmented Generation with Visual Source Attribution
  19 Dec 2024 0 repositories listed
• Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems
  13 Dec 2024 0 repositories listed
• RAG-based Question Answering over Heterogeneous Data and Text
  10 Dec 2024 0 repositories listed
• 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering
  8 Dec 2024 0 repositories listed
• HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing
  7 Dec 2024 0 repositories listed
• A Benchmark for Long-Form Medical Question Answering
  14 Nov 2024 0 repositories listed
• Plan×RAG: Planning-guided Retrieval Augmented Generation
  28 Oct 2024 0 repositories listed
• Is Semantic Chunking Worth the Computational Cost?
  16 Oct 2024 0 repositories listed
• Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations
  14 Oct 2024 0 repositories listed
• LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering
  13 Oct 2024 0 repositories listed
• Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support
  6 Sep 2024 0 repositories listed
• In Defense of RAG in the Era of Long-Context Language Models
  3 Sep 2024 0 repositories listed
• WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain
  21 Aug 2024 0 repositories listed
• What are the limits of cross-lingual dense passage retrieval for low-resource languages?
  21 Aug 2024 0 repositories listed
• Towardseffective teaching assistants: From intent-based chatbots to LLM-poweredteachingassistants
  20 Aug 2024 0 repositories listed
• LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning
  15 Aug 2024 0 repositories listed
• HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
  9 Aug 2024 0 repositories listed
• Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering
  6 Aug 2024 0 repositories listed
• Introducing a new hyper-parameter for RAG: Context Window Utilization
  29 Jul 2024 0 repositories listed
• QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval
  29 Jul 2024 0 repositories listed
• Multimodal Reranking for Knowledge-Intensive Visual Question Answering
  17 Jul 2024 0 repositories listed
• GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?
  14 Jul 2024 0 repositories listed
• Context Embeddings for Efficient Answer Generation in RAG
  12 Jul 2024 0 repositories listed
• Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
  7 Jul 2024 0 repositories listed
• RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
  2 Jul 2024 0 repositories listed
• Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models
  26 Jun 2024 0 repositories listed
• Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model
  24 Jun 2024 0 repositories listed
• Towards Retrieval Augmented Generation over Large Video Libraries
  21 Jun 2024 0 repositories listed
• FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering
  19 Jun 2024 0 repositories listed
• Hallucination Mitigation Prompts Long-term Video Understanding
  17 Jun 2024 0 repositories listed
• Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy
  17 Jun 2024 0 repositories listed
• Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning
  31 May 2024 0 repositories listed
• Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study
  29 May 2024 0 repositories listed
• Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models
  27 Apr 2024 0 repositories listed
• WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models
  22 Apr 2024 0 repositories listed
• VideoDistill: Language-aware Vision Distillation for Video Question Answering
  1 Apr 2024 0 repositories listed
• Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention
  14 Mar 2024 0 repositories listed
• Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs
  13 Mar 2024 0 repositories listed
• Automatic Question-Answer Generation for Long-Tail Knowledge
  3 Mar 2024 0 repositories listed
• Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
  26 Feb 2024 0 repositories listed
• GenSERP: Large Language Models for Whole Page Presentation
  22 Feb 2024 0 repositories listed
• NetLLM: Adapting Large Language Models for Networking
  4 Feb 2024 0 repositories listed
• CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
  2 Feb 2024 0 repositories listed
• Graph Guided Question Answer Generation for Procedural Question-Answering
  24 Jan 2024 0 repositories listed
• Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context
  23 Jan 2024 0 repositories listed
• Language-aware Visual Semantic Distillation for Video Question Answering
  1 Jan 2024 0 repositories listed
• UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models
  18 Dec 2023 0 repositories listed
• A Comparative and Experimental Study on Automatic Question Answering Systems and its Robustness against Word Jumbling
  27 Nov 2023 0 repositories listed
• Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers
  18 Nov 2023 0 repositories listed
• Sequencing Matters: A Generate-Retrieve-Generate Model for Building Conversational Agents
  16 Nov 2023 0 repositories listed
• 1-PAGER: One Pass Answer Generation and Evidence Retrieval
  25 Oct 2023 0 repositories listed
• Towards Mitigating Hallucination in Large Language Models via Self-Reflection
  10 Oct 2023 0 repositories listed
• Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering
  9 Oct 2023 0 repositories listed

Syntology lines on 2 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.