conftrace_

knowledge-intensive task

42 papers

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Also known as

KIT

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) question answering (2963) language model (4599) information retrieval (1514) open-domain question answering (176) commonsense reasoning (506) external knowledge (167) pretrained language model (1030) dialogue system (1667)

Papers

Token-Level Precise Attack on RAG: Searching for the Best Alternatives to Mislead Generation EACL 2026
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task EACL 2026
MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025
UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025
ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025
Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets ACL 2025
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning ACL 2025
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models NAACL 2025
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024
A Benchmark for Recipe Understanding in Artificial Agents COLING 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
Unsupervised Improvement of Factual Knowledge in Language Models EACL 2023