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Papers
DocFinQA: A Long-Context Financial Reasoning Dataset
ACL 2024
Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers
EMNLP 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents
ACL 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
ACL 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts?
ACL 2024
One Thousand and One Pairs: A “novel” challenge for long-context language models
EMNLP 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack
NeurIPS 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
EMNLP 2024
Systematic Evaluation of Long-Context LLMs on Financial Concepts
EMNLP 2024
MeetingQA: Extractive Question-Answering on Meeting Transcripts
ACL 2023