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Report on CHIIR 2026 Workshop on Generative AI and Academic Search (GAI&AS)

馃攳Information RetrievalContent type: Academic
arxiv.org
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SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers

鈿欙笍Systems ProgrammingContent type: Academic
arxiv.org

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

馃搶Embedding RetrievalContent type: Code
github.comDEV

Meaning in Order, Order in Meaning: Semantic R-precision for Keyphrase Evaluation

馃攳Information RetrievalContent type: Academic
arxiv.org

gitx64/Multi-lab-environment: A simple configured multilab environment built with disposable but data reliable containers setup

馃攳Search IndexingContent type: Code
github.comr/sysadmin

Knowledge Manifold: A Riemannian Geometric Framework for Semantic Mapping and Geodesic Analysis of Scientific Literature

馃攳Information RetrievalContent type: Academic
arxiv.org

Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

馃攳Information RetrievalContent type: Academic
arxiv.org

Training-Free Lexical-Dense Fusion for Conversational-Memory Retrieval

馃攳Information RetrievalContent type: Academic
arxiv.org

TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

馃攳Information RetrievalContent type: Academic
arxiv.org

steevin/neuron-cli: A terminal knowledge manager that doesn't get in your way.

馃攳Search IndexingContent type: Code
github.comHacker News

Stability in Competitive Search with Results Diversification

馃攳Information RetrievalContent type: Academic
arxiv.org

Distributional Approximate Nearest Neighbour Search for Uncertainty-Aware Retrieval

馃攳Information RetrievalContent type: Academic
arxiv.org

An Expanded Synthetic Conversation Dataset for Multi-Turn Smishing Detection

馃攳Information RetrievalContent type: Academic
arxiv.org

paradedb/drizzle-paradedb: Official extension to Drizzle for use with ParadeDB

馃攳Information RetrievalContent type: Code

miniReranker: Efficient Multimodal Reranking through Visual Cache Reuse and Interaction Sparsity

馃攳Information RetrievalContent type: Academic
arxiv.org

Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

馃攳Information RetrievalContent type: Academic
arxiv.org

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

馃搰Vector IndexingContent type: Academic
arxiv.org

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems

馃攳Information RetrievalContent type: Academic
arxiv.org

ANN Search: Recall What Matters

馃搹ANN BenchmarksContent type: Academic
arxiv.org

RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching

馃攳Information RetrievalContent type: Academic
arxiv.org
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