web search

Assessing Web Search Credibility and Response Groundedness in Chat Assistants EACL 2026 A Survey of Large Language Model-Based Search Agents ACL 2026 From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines ACL 2026 Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ACL 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence NAACL 2025 Data Void Exploits: Tracking & Mitigation Strategies (Extended Abstract) IJCAI 2025 DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments EMNLP 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025 Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification EMNLP 2025 ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025 Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 MindSearch: Mimicking Human Minds Elicits Deep AI Searcher ICLR 2025 SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025 ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025 VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA EMNLP 2024 GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract) IJCAI 2024 HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits ACL 2024 Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024