PDFTriage: Question Answering over Long, Structured Documents
Paper
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2309.08872
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Published
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53
LLM-Papers
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Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 75 -
Table-GPT: Table-tuned GPT for Diverse Table Tasks
Paper • 2310.09263 • Published • 39 -
Context-Aware Meta-Learning
Paper • 2310.10971 • Published • 16 -
Data-Centric Financial Large Language Models
Paper • 2310.17784 • Published • 14 -
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
Paper • 2310.19019 • Published • 9 -
Contrastive Chain-of-Thought Prompting
Paper • 2311.09277 • Published • 33 -
Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 70 -
Context Tuning for Retrieval Augmented Generation
Paper • 2312.05708 • Published • 16 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 56 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 178 -
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Paper • 2401.04398 • Published • 20 -
ReFT: Reasoning with Reinforced Fine-Tuning
Paper • 2401.08967 • Published • 27 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 67 -
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
Paper • 2402.05140 • Published • 20 -
AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts
Paper • 2402.07625 • Published • 11 -
How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 38 -
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
Paper • 2402.10986 • Published • 76 -
Knowledge Fusion of Large Language Models
Paper • 2401.10491 • Published • 3 -
SaulLM-7B: A pioneering Large Language Model for Law
Paper • 2403.03883 • Published • 74 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 66 -
TnT-LLM: Text Mining at Scale with Large Language Models
Paper • 2403.12173 • Published • 19 -
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Paper • 2403.13372 • Published • 58 -
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
Paper • 2405.20541 • Published • 20 -
Towards a Personal Health Large Language Model
Paper • 2406.06474 • Published • 17 -
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Paper • 2406.09170 • Published • 24 -
Instruction Pre-Training: Language Models are Supervised Multitask Learners
Paper • 2406.14491 • Published • 85 -
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Paper • 2406.17557 • Published • 82 -
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
Paper • 2406.19215 • Published • 29 -
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER
Paper • 2407.01272 • Published • 8 -
LETS-C: Leveraging Language Embedding for Time Series Classification
Paper • 2407.06533 • Published • 2 -
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Paper • 2407.09413 • Published • 9 -
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
Paper • 2407.12854 • Published • 29 -
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
Paper • 2407.18961 • Published • 38 -
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
Paper • 2407.19584 • Published • 60 -
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
Paper • 2407.19474 • Published • 22 -
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning
Paper • 2407.18248 • Published • 30 -
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
Paper • 2407.20183 • Published • 37 -
LAMBDA: A Large Model Based Data Agent
Paper • 2407.17535 • Published • 34 -
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
Paper • 2407.15017 • Published • 33 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 43 -
Text2SQL is Not Enough: Unifying AI and Databases with TAG
Paper • 2408.14717 • Published • 23 -
Foundation Models for Music: A Survey
Paper • 2408.14340 • Published • 38 -
Efficient Detection of Toxic Prompts in Large Language Models
Paper • 2408.11727 • Published • 11 -
Sapiens: Foundation for Human Vision Models
Paper • 2408.12569 • Published • 84 -
Controllable Text Generation for Large Language Models: A Survey
Paper • 2408.12599 • Published • 61 -
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
Paper • 2408.09174 • Published • 51 -
OLMoE: Open Mixture-of-Experts Language Models
Paper • 2409.02060 • Published • 74 -
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Paper • 2409.05840 • Published • 43 -
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 68