TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
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2402.13249
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Published
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10
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The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 16 -
Instruction-tuned Language Models are Better Knowledge Learners
Paper • 2402.12847 • Published • 24 -
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 46 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 111 -
User-LLM: Efficient LLM Contextualization with User Embeddings
Paper • 2402.13598 • Published • 18 -
Coercing LLMs to do and reveal (almost) anything
Paper • 2402.14020 • Published • 12 -
Ouroboros: Speculative Decoding with Large Model Enhanced Drafting
Paper • 2402.13720 • Published • 5 -
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
Paper • 2402.10986 • Published • 76 -
Speculative Streaming: Fast LLM Inference without Auxiliary Models
Paper • 2402.11131 • Published • 41 -
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Paper • 2402.12226 • Published • 40 -
Reformatted Alignment
Paper • 2402.12219 • Published • 15 -
OneBit: Towards Extremely Low-bit Large Language Models
Paper • 2402.11295 • Published • 22 -
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
Paper • 2402.11550 • Published • 15 -
CoLLaVO: Crayon Large Language and Vision mOdel
Paper • 2402.11248 • Published • 18 -
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
Paper • 2402.10963 • Published • 9 -
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
Paper • 2402.11690 • Published • 7 -
Linear Transformers with Learnable Kernel Functions are Better In-Context Models
Paper • 2402.10644 • Published • 78 -
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss
Paper • 2402.10790 • Published • 40 -
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention
Paper • 2402.10555 • Published • 32 -
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
Paper • 2402.10379 • Published • 29 -
LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing
Paper • 2402.10294 • Published • 22 -
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
Paper • 2402.10524 • Published • 21 -
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
Paper • 2402.10466 • Published • 16 -
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Paper • 2402.14658 • Published • 82 -
AgentScope: A Flexible yet Robust Multi-Agent Platform
Paper • 2402.14034 • Published • 12 -
OmniPred: Language Models as Universal Regressors
Paper • 2402.14547 • Published • 11 -
TinyLLaVA: A Framework of Small-scale Large Multimodal Models
Paper • 2402.14289 • Published • 19 -
Scaling Up LLM Reviews for Google Ads Content Moderation
Paper • 2402.14590 • Published • 7 -
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
Paper • 2402.14261 • Published • 10 -
Linear Transformers are Versatile In-Context Learners
Paper • 2402.14180 • Published • 6