Picture for Tomas Pfister

Tomas Pfister

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Add code
Mar 11, 2025
Viaarxiv icon

Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation

Add code
Mar 10, 2025
Viaarxiv icon

PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving

Add code
Feb 22, 2025
Viaarxiv icon

Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems

Add code
Feb 06, 2025
Figure 1 for Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
Figure 2 for Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
Figure 3 for Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
Figure 4 for Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
Viaarxiv icon

When One LLM Drools, Multi-LLM Collaboration Rules

Add code
Feb 06, 2025
Viaarxiv icon

Reverse Thinking Makes LLMs Stronger Reasoners

Add code
Nov 29, 2024
Figure 1 for Reverse Thinking Makes LLMs Stronger Reasoners
Figure 2 for Reverse Thinking Makes LLMs Stronger Reasoners
Figure 3 for Reverse Thinking Makes LLMs Stronger Reasoners
Figure 4 for Reverse Thinking Makes LLMs Stronger Reasoners
Viaarxiv icon

Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling

Add code
Oct 15, 2024
Figure 1 for Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Figure 2 for Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Figure 3 for Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Figure 4 for Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Viaarxiv icon

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

Add code
Oct 15, 2024
Figure 1 for Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Figure 2 for Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Figure 3 for Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Figure 4 for Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Viaarxiv icon

TableRAG: Million-Token Table Understanding with Language Models

Add code
Oct 07, 2024
Figure 1 for TableRAG: Million-Token Table Understanding with Language Models
Figure 2 for TableRAG: Million-Token Table Understanding with Language Models
Figure 3 for TableRAG: Million-Token Table Understanding with Language Models
Figure 4 for TableRAG: Million-Token Table Understanding with Language Models
Viaarxiv icon

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging

Add code
Aug 22, 2024
Figure 1 for SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
Figure 2 for SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
Figure 3 for SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
Figure 4 for SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
Viaarxiv icon