总结Prompt&LLM论文，开源数据&模型，AIGC应用

02-13 09:39

#0

如果LLM的突然到来让你感到沮丧，不妨读下主目录的Choose Your Weapon Survival Strategies for Depressed AI Academics 持续更新以下内容，Star to keep updated~

AIGC各领域应用.MD

CS224N_slides3个子项

Lecture 11 Prompting, Instruction Finetuning, and RLHF.pdf

Lecture 15 Code Generation.pdf

Lecture14 Insights between NLP and Linguistics.pdf

Choose Your Weapon Survival Strategies for Depressed AI Academics.pdf

LLMS28个子项

Backpack Language Models.pdf

ChatGLM A Family of Large Language Models from GLM-130B to GLM-4 All Tools.pdf

DeepSeek-V3 Technical Report.pdf

DeepSeek_R1.pdf

Fewer Truncations Improve Language Modeling.pdf

GLM-130B AN OPEN BILINGUAL PRE-TRAINED.pdf

GeminiA Family of Highly Capable Multimodal Models.pdf

In-Context Pretraining Language Modeling Beyond Document Boundaries.pdf

KIMI K1.5 SCALING REINFORCEMENT LEARNING WITH LLMS.pdf

LLAMA PRO Progressive LLaMA with Block Expansion.pdf

LLaMA Open and Efficient Foundation Language Models.pdf

Llama 2 Open Foundation and Fine-Tuned Chat Models.pdf

MEGABLOCKS EFFICIENT SPARSE TRAINING WITH MIXTURE-OF-EXPERTS.pdf

Mixtral of Experts.pdf

OpenBA An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch.pdf

PaLM 2 Technical Report.pdf

Phi-3 Technical Report A Highly Capable Language Model Locally on Your Phone.pdf

Phi-4 Technical Report.pdf

QWEN TECHNICAL REPORT.pdf

Qwen2.5 Technical Report.pdf

Sheared LLaMA Accelerating Language Model Pre-training via Structured Pruning.pdf

TUTEL ADAPTIVE MIXTURE-OF-EXPERTS AT SCALE.pdf

Textbooks Are All You Need II phi-1.5 technical report.pdf

Ziya2 Data-centric Learning is All LLMs Need.pdf

LLM_KG13个子项

BRING YOUR OWN KG Self-Supervised Program Synthesis for Zero-Shot KGQA.pdf

Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models.pdf

Enhancing Knowledge Graph Construction Using Large Language Models.pdf

Exploring Large Language Models for Knowledge Graph Completion.pdf

ITERATIVE ZERO-SHOT LLM PROMPTING FOR KNOWLEDGE GRAPH CONSTRUCTION.pdf

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering.pdf

LLM-assisted Knowledge Graph Engineering Experiments with ChatGPT.pdf

Large Language Models and Knowledge Graphs Opportunities and Challenges.pdf

MindMap Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models.pdf

StructGPT A General Framework for Large Language Model to Reason over Structured Data.pdf

THINK-ON-GRAPH DEEP AND RESPONSIBLE REASON- ING OF LARGE LANGUAGE MODEL ON KNOWLEDGE GRAPH.pdf

Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs.pdf

LLM_ability30个子项

Are Emergent Abilities of Large Language Models a Mirage.pdf

Beyond the Imitation Game Quantifying and extrapolating the capabilities of language models.pdf

Can Explanations Be Useful for Calibrating Black Box Models.pdf

Can Large Language Models Infer Causation from Correlation.pdf

Capabilities of GPT-4 on Medical Challenge Problems.pdf

Comparability, Evaluation and Benchmarking of LLM.pdf

Demystifying GPT Self-Repair for Code Generation.pdf

Do Models Explain Themselves Counterfactual Simulatability of Natural Language Explanations.pdf

Emergent Abilities of Large Language Models.pdf

Evidence_of_Meaning_in_Language_Models_Trained_on_Programs.pdf

FUNCTION VECTORS IN LARGE LANGUAGE MODELS.pdf

GPTs are GPTs An Early Look at the Labor Market Impact Potential of Large Language Models.pdf

Harnessing the Power of LLMs in Practice A Survey on ChatGPT and Beyond.pdf

Holistic Evaluation of Language Models.pdf

How Close is ChatGPT to Human Experts Comparison Corpus Evaluation and Detection.pdf

IS CHATGPT A GENERAL-PURPOSE Natural Language Processing Task solver.pdf

In-Context Learning Creates Task Vectors.pdf

Knowledge is a Region in Weight Space for Fine-tuned Language Models.pdf

LANGUAGE MODELS REPRESENT SPACE AND TIME.pdf

LARGER LANGUAGE MODELS DO IN-CONTEXT Learning Differently.pdf

Language acquisition do children and language models follow similar learning stages.pdf

Language is primarily a tool for communication rather than thought.pdf

On the Robustness of ChatGPT An Adversarial and Out-of-distribution Perspective.pdf

Rethinking the Role of Demonstrations What Makes incontext learning work.pdf

Sparks of Artificial General Intelligence Early Experiments with GPT4.pdf

Theory of Mind May Have Spontaneously Emerged in Large Language Models.pdf

Trained Transformers Learn Linear Models In-Context.pdf

Understanding LLM Embeddings for Regression.pdf

Why Can GPT Learn In-Context Language Models Scretly Perform Gradient Descent as MetaOptimizers.pdf

LLM_agent65个子项

A Survey on Large Language Model based Autonomous Agents.pdf

AGENT AI SURVEYING THE HORIZONS OF MULTIMODAL INTERACTION.pdf

AIOS LLM Agent Operating System.pdf

ART Automatic multi-step reasoning and tool-use for large language models.pdf

ASK ME ANYTHING A SIMPLE STRATEGY FOR PROMPTING Language Models.pdf

Agent Laboratory Using LLM Agents as Research Assistants.pdf

Agent Lumos Unified and Modular Training for Open-Source Language Agents.pdf

Agent-FLAN Designing Data and Methods of Effective Agent Tuning for Large Language Models.pdf

AgentOhana Design Unified Data and Training Pipeline for Effective Agent Learning.pdf

AgentTuning Enabling Generalized Agent Abilities for LLMs.pdf

AnyTool Self-Reflective, Hierarchical Agents for Large-Scale API Calls.pdf

Auto-GPT for Online Decision Making Benchmarks and.pdf

AutoAgents A Framework for Automatic Agent Generation.pdf

Chameleon Plug-and-Play Compositional Reasoning with Large Language Models.pdf

ChatCoT Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.pdf

ChatQA Building GPT-4 Level Conversational QA Models.pdf

ControlLLM Augment Language Models with Tools by Searching on Graphs.pdf

EDITING MODELS WITH TASK ARITHMETIC.pdf

Faithful Chain-of-Thought Reasoning.pdf

FireAct Toward Language Agent Fine-tuning.pdf

GitAgent Facilitating Autonomous Agent with GitHub by Tool Extension.pdf

Gorilla Large Language Model Connected with massive APIs.pdf

HuggingGPT Solving AI Tasks with ChatGPT and its Friends in huggingface.pdf

Inference with Reference.pdf

InstructTODS Large Language Models for End to End Task Oriented Dialogue Systems.pdf

LLM+P Empowering Large Language Models with Optimal Planning Proficiency.pdf

LLMCompiler An LLM Compiler for Parallel Function Calling.pdf

LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks.pdf

Large Language Models as Tool Makers.pdf

MRKL Systems.pdf

MemoryBank Enhancing Large Language Models with Long term memory.pdf

OpenAGI When LLM Meets Domain Experts.pdf

PAL Program-aided Language Models.pdf

PERSONAL LLM AGENTS INSIGHTS AND SURVEY ABOUT THE CAPABILITY, EFFICIENCY AND SECURITY.pdf

Pangu-Agent A Fine-Tunable Generalist Agent with Structured Reasoning.pdf

PreAct Predicting Future in ReAct Enhances Agent's Planning Ability.pdf

Prompting Is Programming A Query Language for Large Language Model.pdf

REST MEETS REACT SELF-IMPROVEMENT FOR MULTI-STEP REASONING LLM AGENT.pdf

Re-Invoke Tool Invocation Rewriting for Zero-Shot Tool Retrieval.pdf

ReAct - REAC T SYNERGIZING REASONING AND ACTING IN.pdf

ReWOODecoupling Reasoning from Observations for Efficient Augmented Language Models.pdf

RecallM An Architecture for Temporal Context Understanding and Question Answering.pdf

Reflexion Language Agents with Verbal Reinforcement Learning.pdf

RestGPT Connecting Large Language Models with Real-World RESTful APIs.pdf

SWIFTSAGE A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks.pdf

TOOLLLM FACILITATING LARGE LANGUAGE MODELS TO MASTER 16000+ REAL-WORLD APIS.pdf

TPTU Task Planning and Tool Usage of Large Language Model-based AI Agents.pdf

TaskMatrix.AI Completing Tasks by Connecting Foundation Models with Millions of APIs.pdf

Tool Augmented Language Models.pdf

Tool Learning with Foundation Models.pdf

ToolGen Unified Tool Retrieval and Calling via Generation.pdf

Toolformer Language Models Can Teach Themselves to Use Tools.pdf

ToolkenGPT Augmenting Frozen Language Models with Massive Tools via Tool Embeddings.pdf

multi_agent25个子项

AUTOACT Automatic Agent Learning from Scratch via Self-Planning.pdf

A Multi-Agent Conversational Recommender System.pdf

AgentVerse Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents.pdf

Agents Thinking Fast and Slow A Talker-Reasoner Architecture.pdf

CAMEL Communicative Agents for Mind Exploration of Large Scale Language Model Society.pdf

Communicative Agents for Software Development.pdf

Exploring Large Language Models for Communication Games An Empirical Study on Werewolf.pdf

Generative Agent Simulations of 1,000 People.pdf

Generative Agents Interactive Simulacra of Human Behavior.pdf

Internet of Agents Weaving a Web of Heterogeneous Agents for Collaborative Intelligence.pdf

LET MODELS SPEAK CIPHERS MULTIAGENT DEBATE THROUGH EMBEDDINGS.pdf

LLM-BL E N D E R Ensembling Large Language Models with Pairwise Ranking and Generative Fusion.pdf

Large Language Model Routing with Benchmark Datasets.pdf

METAAGENTS SIMULATING INTERACTIONS OF HUMAN BEHAVIORS FOR LLM-BASED TASK-ORIENTED COORDINATION VIA COLLABORATIVE GENERATIVE AGENTS.pdf

MULTI-AGENT COLLABORATION HARNESSING THE POWER OF INTELLIGENT LLM AGENTS.pdf

Magentic-One A Generalist Multi-Agent System for Solving Complex Tasks.pdf

MedAgents Large Language Models as Collaborators for Zero-shot Medical Reasoning.pdf

Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models.pdf

More Agents Is All You Need.pdf

One Agent To Rule Them All Towards Multi-agent Conversational AI.pdf

RouteLLM Learning to Route LLMs with Preference Data.pdf

Routing to the Expert Efficient Reward-guided Ensemble of Large Language Models.pdf

Small LLMs Are Weak Tool Learners A Multi-LLM Agent.pdf

System-1.x Learning to Balance Fast and Slow Planning with Language Models.pdf

War and Peace (WarAgent) Large Language Model-based Multi-Agent Simulation of World Wars.pdf

self-ask MEASURING AND NARROWING.pdf

中间组件相关1个子项

Unsupervised Dense Information Retrieval with.pdf

垂直领域55个子项

A Multimodal Foundation Agent for Financial Trading Tool-Augmented, Diversified, and Generalist.pdf

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.pdf

AAPM Large Language Model Agent-based Asset Pricing Models.pdf

AI in Investment Analysis LLMs for Equity Stock Ratings.pdf

Advancing Anomaly Detection Non-Semantic Financial Data Encoding with LLMs.pdf

Agent Hospital A Simulacrum of Hospital with Evolvable Medical Agents.pdf

Agents in Software Engineering Survey, Landscape, and Vision.pdf

Alpha-GPT Human-AI Interactive Alpha Mining for Quantitative Investment.pdf

AlphaFin 使用检索增强股票链框架对财务分析进行基准测试.pdf

Augmenting large language models with chemistry tools.pdf

AutoCrawler A Progressive Understanding Web Agent for Web Crawler Generation.pdf

AutoWebGLM Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent.pdf

Automated Social Science Language Models as Scientist and Subjects.pdf

Can Large Language Models Beat Wall Street Unveiling the Potential of AI in Stock.pdf

CarExpert Leveraging Large Language Models for In-Car Conversational Question Answering.pdf

ChatDev Communicative Agents for Software Development.pdf

CogAgent A Visual Language Model for GUI Agents.pdf

DS-Agent Automated Data Science by Empowering Large Language Models with Case-Based Reasoning.pdf

Data Interpreter An LLM Agent For Data Science.pdf

Data-Copilot Bridging Billions of Data and Humans with Autonomous Workflow.pdf

Demonstration of InsightPilot An LLM-Empowered Automated Data Exploration System.pdf

ENHANCING ANOMALY DETECTION IN FINANCIAL MARKETS WITH AN LLM-BASED MULTI-AGENT FRAMEWORK.pdf

Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web.pdf

FinCon A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.pdf

FinGPT Open-Source Financial Large Language Models.pdf

FinMem A Performance Enhanced LLM Trading Agent with Layered Memory and Character Design.pdf

FinRobot An Open-Source AI Agent Platform for Financial Applications using Large Language Models.pdf

FinVision A Multi-Agent Framework for Stock Market Prediction.pdf

GeneGPT Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information.pdf

Generating Explanations in Medical QuestionAnswering by Expectation Maximization Inference over Evidence.pdf

InsightLens Discovering and Exploring Insights from Conversational Contexts in Large-Language-Model-Powered Data Analysis.pdf

Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering.pdf

Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models.pdf

LLMFactor Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction.pdf

MIND2WEB Towards a Generalist Agent for the Web.pdf

MetaInsight Automatic Discovery of Structured Knowledge.pdf

MiniWoB++ Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.pdf

Mobile-Agent-v2 Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.pdf

PaSa An LLM Agent for Comprehensive Academic Paper Search.pdf

PointLLM Empowering Large Language Models to Understand Point Clouds.pdf

QuickInsights Quick and Automatic Discovery of Insights from.pdf

ResearchAgent Iterative Research Idea Generation over Scientific Literature with Large Language Models.pdf

TRADINGGPT MULTI-AGENT SYSTEM WITH LAYERED MEMORY AND DISTINCT CHARACTERS FOR ENHANCED FINANCIAL TRADING PERFORMANCE.pdf

TaskWeaver A Code-First Agent Framework.pdf

The Dawn of GUI Agent A Preliminary Case Study with Claude 3.5 Computer Use.pdf

TradExpert Revolutionizing Trading with Mixture of Expert LLMs.pdf

TradingAgents Multi-Agents LLM Financial Trading Framework.pdf

UI-TARS Pioneering Automated GUI Interaction with Native Agents.pdf

WEBARENAA REALISTIC WEB ENVIRONMENT FORBUILDING AUTONOMOUS AGENTS.pdf

WebCanvas Benchmarking Web Agents in Online Environments.pdf

WebLINX Real-World Website Navigation with Multi-Turn Dialogue.pdf

WebShop Towards Scalable Real-World Web Interaction with Grounded Language Agents.pdf

WebVoyager Building an End-to-end Web Agent with Large Multimodal Models.pdf

XInsight eXplainable Data Analysis Through The Lens of Cauasility.pdf

自主学习和探索16个子项

A Survey on Self-Evolution of Large Language Models.pdf

Agent Q Advanced Reasoning and Learning for Autonomous AI Agents.pdf

LLAMA RIDER SPURRING LARGE LANGUAGE MODELS TO EXPLORE THE OPEN WORLD.pdf

AppAgent Multimodal Agents as Smartphone Users.pdf

AGILE A Novel Reinforcement Learning Framework of LLM Agents.pdf

AutoGuide Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents.pdf

Empowering Large Language Model Agents through Action Learning.pdf

ExpeL LLM Agents Are Experiential Learners.pdf

From Novice to Expert LLM Agent Policy Optimization via Step-wise Reinforcement Learning.pdf

Investigate-Consolidate-Exploit A General Strategy for Inter-Task Agent Self-Evolution.pdf

LLMs in the Imaginarium Tool Learning through Simulated Trial and Error.pdf

OS-COPILOT TOWARDS GENERALIST COMPUTER AGENTS WITH SELF-IMPROVEMENT.pdf

PAST AS A GUIDE LEVERAGING RETROSPECTIVE LEARNING FOR PYTHON CODE COMPLETION.pdf

PROACTIVE AGENT SHIFTING LLM AGENTS FROM REACTIVE RESPONSES TO ACTIVE ASSISTANCE.pdf

ReAct Meets ActRe When Language Agents Enjoy Training Data Autonomy.pdf

Trial and Error Exploration-Based Trajectory Optimization for LLM Agents.pdf

评估8个子项

API-Bank A Benchmark for Tool-Augmented LLMs.pdf

ARES An Automated Evaluation Framework for Retrieval-Augmented Generation Systems.pdf

Agent-as-a-Judge Evaluate Agents with Agents.pdf

Automatic Evaluation of Attribution by Large Language Models.pdf

Benchmarking Large Language Models in Retrieval-Augmented Generation.pdf

Evaluating Verifiability in Generative Search Engines.pdf

ToolLLM Facilitating Large Language Models to Master 16000+ Real-world APIs.pdf

LLM_chart19个子项

Chain of Table Evolving Tables in the Reasoning Chain for Table Understanding.pdf

ChartAssisstant A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning.pdf

ChartInstruct Instruction Tuning for Chart Comprehension and Reasoning.pdf

ChartLlama A Multimodal LLM for Chart Understanding and Generation.pdf

ChartX & ChartVLM A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning.pdf

Exploring the Numerical Reasoning Capabilities of Language Models A Comprehensive Analysis on Tabular Data.pdf

Large Language Models are Versatile Decomposers Decompose Evidence and Questions for Table-based Reasoning.pdf

MATCHA Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering.pdf

MMC Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning.pdf

Tab-CoT Zero-shot Tabular Chain of Thought.pdf

TabLLM Few-shot Classification of Tabular Data with Large Language Models.pdf

TabPedia Towards Comprehensive Visual Table Understanding with Concept Synergy.pdf

Table Meets LLM Can Large Language Models Understand Structured Table Data A Benchmark and Empirical Study.pdf

TableLLM Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios.pdf

TableLlama Towards Open Large Generalist Models for Tables.pdf

TableVQA-Bench A Visual Question Answering Benchmark on Multiple Table Domains.pdf

Tables as Texts or Images Evaluating the Table Reasoning Ability of LLMs and MLLMs.pdf

TinyChart Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning.pdf

UniChart A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.pdf

LLM_dialog9个子项

BlenderBot 3 a deployed conversational agent that continually learns to responsibly engage.pdf

DialogStudio Towards Richest and Most Diverse.pdf

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.pdf

Gopher Scaling Language Models Methods, Analysis and Insights from training Gopher.pdf

How NOT To Evaluate Your Dialogue System An Empirical Study of unsupervised evaluation metrics for dialogue response generation.pdf

InstructDial Improving Zero and Few-shot Generalization in Dialogue.pdf

LaMDA Language Models for Dialog Applications.pdf

sparrow Improving alignment of dialogue agents via targetd human judgements.pdf

MOE9个子项

DeepSpeed-MoE Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale.pdf

Dense-to-Sparse Gate for Mixture-of-Experts.pdf

Efficient Large Scale Language Modeling with Mixtures of Experts.pdf

GLaM Efficient Scaling of Language Models with Mixture-of-Experts.pdf

GShard Scaling Giant Models with Conditional Computation and Automatic Sharding.pdf

OUTRAGEOUSLY LARGE NEURAL NETWORKS THE SPARSELY-GATED MIXTURE-OF-EXPERTS LAYER.pdf

ST-MoE Designing Stable and Transferable Sparse Expert Models.pdf

Switch Transformers Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.pdf

Tricks for Training Sparse Translation Models.pdf

Quantization4个子项

RAG90个子项

A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models.pdf

A Survey of Query Optimization in Large Language Models.pdf

ARAGOG Advanced RAG Output Grading.pdf

Active Retrieval Augmented Generation.pdf

ActiveRAG Revealing the Treasures of Knowledge via Active Learning.pdf

Adaptive-RAG Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.pdf

Aligning the Capabilities of Large Language Models with the Context of Information Retrieval via Contrastive Feedback.pdf

Atlas Few-shot Learning with Retrieval Augmented Language Models.pdf

Augmented Embeddings for Custom Retrievals.pdf

AutoPRM Automating Procedural Supervision for Multi Step Reasoning via Controllable Question Decomposition.pdf

BGE Landmark Embedding A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models.pdf

BGE M3-Embedding Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.pdf

Benchmarking Large Language Models in Retrieval-Augmented Generation.pdf

CHAIN-OF-NOTE ENHANCING ROBUSTNESS IN RETRIEVAL-AUGMENTED LANGUAGE MODELS.pdf

Can Retriever-Augmented Language Models Reason The Blame Game Between the Retriever and the Language Model.pdf

Complex Claim Verification with Evidence Retrieved in the Wild.pdf

D2LLM Decomposed and Distilled Large Language Models for Semantic Search.pdf

DORIS-MAE Scientific Document Retrieval using Multi-level Aspect-based Queries.pdf

Demonstrate-Search-Predict Composing retrieval and language models for knowledge-intensive NLP.pdf

EasyRAG Efficient Retrieval-Augmented Generation Framework for Automated Network Operations.pdf

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy.pdf

FRESHLLMS REFRESHING LARGE LANGUAGE MODELS WITH SEARCH ENGINE AUGMENTATION.pdf

Factuality Enhanced Language Models for Open-Ended Text Generation.pdf

From Local to Global A Graph RAG Approach to Query-Focused Summarization.pdf

GNN-RAG Graph Neural Retrieval for Large Language Model Reasoning.pdf

GRAG Graph Retrieval-Augmented Generation.pdf

GRAPH Retrieval-Augmented Generation A Survey.pdf

IAG Induction-Augmented Generation Framework for Answering Reasoning Questions.pdf

IM-RAG Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.pdf

Improving Passage Retrieval with Zero-Shot Question Generation.pdf

Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.pdf

Internet-augmented language models through few-shot prompting for open-domain QA.pdf

Is ChatGPT Good at Search Investigating Large Language Models as Re-Ranking Agents.pdf

KwaiAgents Generalized Information-seeking Agent System with Large Language Models.pdf

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.pdf

Learning to Filter Context for Retrieval-Augmented Generation.pdf

LightRAG Simple and Fast Retrieval-Augmented Generation.pdf

MINIRAG TOWARDS EXTREMELY SIMPLE RETRIEVAL-AUGMENTED GENERATION.pdf

Managing Diversity in Airbnb Search.pdf

Memory3 Language Modeling with Explicit Memory.pdf

MindSearch 思·索 Mimicking Human Minds Elicits Deep AI Searcher.pdf

Mindful-RAG A Study of Points of Failure in Retrieval Augmented Generation.pdf

Multi-Level Querying using A Knowledge Pyramid.pdf

ONEGEN EFFICIENT ONE-PASS UNIFIED GENERATION AND RETRIEVAL FOR LLMS.pdf

OpenResearcher Unleashing AI for Accelerated Scientific Research.pdf

Opensource Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking.pdf

PDFTriage Question Answering over Long, Structured Documents.pdf

PROMPTAGATOR FEW-SHOT DENSE RETRIEVAL FROM 8 EXAMPLES.pdf

Piccolo2 General Text Embedding with Multi-task Hybrid Loss Training.pdf

PlanRAG A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers.pdf

Precise Zero-Shot Dense Retrieval without Relevance Labels.pdf

Probing-RAG Self-Probing to Guide Language Models in Selective Document Retrieval.pdf

Query Expansion by Prompting Large Language Models.pdf

Query Rewriting for Retrieval-Augmented Large Language Models.pdf

Query2doc Query Expansion with Large Language Models.pdf

RA-DIT RETRIEVAL-AUGMENTED DUAL INSTRUCTION TUNING.pdf

RAFT Adapting Language Model to Domain Specific RAG.pdf

RAG vs Fine-tuning Pipelines, Tradeoffs, and a Case Study on Agriculture.pdf

RAT Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.pdf

REAPER Reasoning based Retrieval Planning for Complex RAG Systems.pdf

REPLUG Retrieval-Augmented Black-Box Language Models.pdf

RETA-LLM A Retrieval-Augmented Large Language Model Toolkit.pdf

RQ-RAG LEARNING TO REFINE QUERIES FOR RETRIEVAL AUGMENTED GENERATION.pdf

RRAML Reinforced Retrieval Augmented Machine Learning.pdf

RankRAG Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.pdf

RankVicuna Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.pdf

Ranking Manipulation for Conversational Search Engines.pdf

Retrieval-Augmented Generation for Large Language Models A Survey.pdf

Rich Knowledge Sources Bring Complex Knowledge Conflicts Recalibrating Models to Reflect Conflicting Evidence.pdf

SELF-RAG LEARNING TO RETRIEVE, GENERATE, AND CRITIQUE THROUGH SELF-REFLECTION.pdf

SYNERGISTIC INTERPLAY BETWEEN SEARCH AND LARGE LANGUAGE MODELS FOR INFORMATION RETRIEVAL.pdf

Search-in-the-Chain Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks.pdf

Self-DC When to retrieve and When to generate Self Divide-and-Conquer for Compositional Unknown Questions.pdf

Self-Knowledge Guided Retrieval Augmentation for Large Language Models.pdf

Small Models, Big Insights Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.pdf

Speculative RAG Enhancing Retrieval Augmented Generation through Drafting.pdf

StructRAG Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization.pdf

T-RAG Lessons from the LLM Trenches.pdf

T2Ranking A large-scale Chinese Benchmark for Passage Ranking.pdf

THINK-ON-GRAPH DEEP AND RESPONSIBLE REASONING OF LARGE LANGUAGE MODEL ON KNOWLEDGE GRAPH.pdf

Unfolding the Headline Iterative Self-Questioning for News Retrieval and Timeline Summarization.pdf

Walking Down the Memory Maze Beyond Context Limit through Interactive Reading.pdf

WebCPM Interactive Web Search for Chinese Long-form Question Answering.pdf

WebGLM Towards An Efficient Web-Enhanced Question Answering System with Human Preferences.pdf

WebGPT Browser-assisted question-answering with human feedback.pdf

When to Retrieve Teaching LLMs to Utilize Information Retrieval Effectively.pdf

kNN-LM Does Not Improve Open-ended Text Generation.pdf

传统方案参考 ASK THE RIGHT QUESTIONS ACTIVE QUESTION REFORMULATION WITH REINFORCEMENT LEARNING.pdf

传统方案参考 Query Expansion Techniques for Information Retrieval a Survey.pdf

传统方案参考Learning to Rewrite Queries.pdf

RLHF93个子项

A LONG WAY TO GO INVESTIGATING LENGTH CORRELATIONS IN RLHF.pdf

A Minimaximalist Approach to Reinforcement Learning from Human Feedback.pdf

ADVERSARIAL PREFERENCE OPTIMIZATION.pdf

AUTODETECT Towards a Unified Framework for Automated Weakness Detection in Large Language Models.pdf

Aligner Achieving Efficient Alignment through Weak-to-Strong Correction.pdf

AllenAI RL4LMs IS REINFORCEMENT LEARNING (NOT) FOR NATURAL LANGUAGE PROCESSING.pdf

AlpacaFarm A Simulation Framework for Methods that Learn from Human Feedback.pdf

Anthropic Measuring Progress on Scalable Oversight or Large Language Models.pdf

Anthropic A General Language Assistant as a Laboratory for Alignment.pdf

Anthropic Constitutional AI Harmlessness from AI Feedback.pdf

Anthropic Pretraining Language Models with Human Preferences.pdf

Anthropic Red Teaming Language Models to Reduce Harms Methods,Scaling Behaviors and Lessons Learned.pdf

Anthropic Sleeper Agents Training Deceptive LLMs that Persist Through Safety Trainin.pdf

Anthropic Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.pdf

CALIBRATING SEQUENCE LIKELIHOOD IMPROVES CONDITIONAL LANGUAGE GENERATION.pdf

CONTRASTIVE POST-TRAINING LARGE LANGUAGE MODELS ON DATA CURRICULUM.pdf

Chain of Hindsight Aligns Language Models with Feedback.pdf

DeepMind BOND Aligning LLMs with Best-of-N Distillation.pdf

DeepMind Beyond Human Data Scaling Self-Training for Problem-Solving with Language Models.pdf

DeepMind Generative Verifiers Reward Modeling as Next-Token Prediction.pdf

DeepMind REWARD DESIGN WITH LANGUAGE MODELS.pdf

DeepMind RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold.pdf

DeepMind Reinforced Self-Training (ReST) for Language Modeling.pdf

DeepMind SLiC-HF Sequence Likelihood Calibration with Human Feedback.pdf

DeepSeekMath Pushing the Limits of Mathematical Reasoning in Open Language Models.pdf

Deepmind STATISTICAL REJECTION SAMPLING IMPROVES PREFERENCE OPTIMIZATION.pdf

Deepmind Teaching language models to support answers with verified quotes.pdf

Deepmind sparrow Improving alignment of dialogue agents via targetd human judgements.pdf

Direct Preference Optimization Your Language Model is Secretly a Reward Model.pdf

ENABLE LANGUAGE MODELS TO IMPLICITLY LEARN SELF-IMPROVEMENT FROM DATA.pdf

Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization.pdf

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training.pdf

GENERATIVE JUDGE FOR EVALUATING ALIGNMENT.pdf

GLoRe When, Where, and How to Improve LLM Reasoning via Global and Local.pdf

HELPSTEER Multi-attribute Helpfulness Dataset for STEERLM.pdf

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