Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022
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Updated
Jun 12, 2024 - Python
Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022
[ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting
Repository for Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts, EMNLP22
Initial Exploratory Works on Knowledge Tracing in Transformer Based Language Models
Repository for Is Multihop QA in DIRE Condition: Measuring and Reducing Disconnected Reasoning, EMNLP20
Implemented a question and answering model for multi-hop questions that requires logical inference or aggregation of information from various parts of the information text (like referring multiple wikis to answer a question)
Experimental headless QK relational architecture exploring both full-pair and linear fixed-window distance-aware reading, with a separate strict reusable multi-hop relational mechanism.
Official MINERVA implementation for “Theseus in the Graph: Towards Traceable Multi-Hop Graph Navigation” — adapted for natural-language multi-hop KGQA.
Official MINERVA implementation for “Theseus in the Graph: Towards Traceable Multi-Hop Graph Navigation” — adapted for natural-language multi-hop KGQA.
Graph-backed institutional memory engine with live Slack ingest, Neo4j GraphRAG, local-first LLM support, provenance-aware answers, and a streaming Next.js knowledge console.
Versioned benchmark for AI contradiction-detection reasoning.
Official implementation of “The Path Matters”: evaluating small language models for KGQA with graph navigation, path-fidelity metrics, and Think-on-Graph search.
MAT: Multihop Annotation Tool
Official implementation of “The Path Matters”: evaluating small language models for KGQA with graph navigation, path-fidelity metrics, and Think-on-Graph search.
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