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Live Session
Chamber of Commerce
Poster
15 Oct
 
8:00
CEST
Tuesday Posters
Add Session to Calendar 2024-10-15 08:00 am 2024-10-15 05:30 pm Europe/Rome Tuesday Posters Tuesday Posters is taking place on the RecSys Hub. Https://recsyshub.org
Industry Poster

AI-assisted Coding with Cody: Lessons from Context Retrieval and Evaluation for Code Recommendations

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Jan Hartman (Sourcegraph), Dominic Cooney (Sourcegraph), Rafal Gajdulewicz (Sourcegraph), Olaf Geirsson (Sourcegraph), Beyang Liu (Sourcegraph), Hitesh Sagtani (Sourcegraph), Quinn Slack (Sourcegraph), Julie Tibshirani (Sourcegraph) and Rishabh Mehrotra (Sourcegraph)

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Abstract

In this work, we discuss a recently popular type of recommender system: an LLM-based coding assistant. Connecting the task of providing code recommendations in multiple formats to traditional RecSys challenges, we outline several similarities and differences due to domain specifics. We emphasize the importance of providing relevant context to an LLM for this use case and discuss lessons learned from context enhancements & offline and online evaluation of such AI-assisted coding systems.

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Conference Agenda

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Schedule
What’s Streaming Now
Oct 14
Oct 15
Oct 16
Oct 17
Oct 18
 
8:00
CEST
Monday Registration and Badge Pick-Up
 
9:00
CEST
CARS: Workshop on Context-Aware Recommender Systems
 
9:00
CEST
CONSEQUENCES: The 3rd Workshop on Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems
 
9:00
CEST
Doctoral Symposium
 
9:00
CEST
FAccTRec 2024: The 7th Workshop on Responsible Recommendation
 
9:00
CEST
MuRS2024: 2nd Music Recommender Systems Workshop
 
9:00
CEST
RecSys Challenge
 
9:00
CEST
SURE 2024: Workshop on Strategic and Utility-aware Recommendation
 
9:00
CEST
Tutorial: Computational Methods for Designing Human-Centered Recommender Systems: A Case Study Approach Intersecting Visual Arts and Healthcare
 
9:00
CEST
Tutorial: Deep Recommendation using Graphs
 
9:00
CEST
VideoRecSys + LargeRecSys 2024
 
10:30
CEST
Monday AM Coffee Break
 
12:45
CEST
Monday Lunch
 
14:30
CEST
RecSys in HR 2024: Fourth Workshop on Recommender Systems for Human Resources
 
14:30
CEST
RecTemp: Temporal Reasoning in Recommendation Systems
 
14:30
CEST
Tutorial: A Tutorial on Feature Interpretation in Recommender Systems
 
14:30
CEST
Tutorial: Economics of Recommender Systems
 
16:00
CEST
Monday PM Coffee Break
 
19:00
CEST
Welcome Reception
 
8:00
CEST
Tuesday Posters
 
8:00
CEST
Tuesday Registration and Badge Pick-Up
 
9:00
CEST
RecSys Welcome and Opening
 
9:30
CEST
Keynote: Mark Riedl
 
10:15
CEST
Session 1: Large Language Models 1
 
11:00
CEST
Google Sponsor Meet Up
 
11:00
CEST
Huawei Sponsor Meet Up
 
11:00
CEST
Tuesday AM Break
 
12:00
CEST
Session 2: Bias and Fairness 1
 
13:15
CEST
Tuesday Lunch Break (on own)
 
14:30
CEST
Session 3: Bias and Fairness 2
 
15:15
CEST
Session 4: Collaborative Filtering
 
16:25
CEST
Huawei Sponsor Meet Up
 
16:25
CEST
IBM Sponsor Meet Up
 
16:25
CEST
Tuesday PM Break
 
17:20
CEST
Session 5: Cross-domain and Cross-modal Learning
 
8:00
CEST
Wednesday Posters
 
8:00
CEST
Wednesday Registration and Badge Pick-Up
 
8:30
CEST
Session 6: Multi-task Learning
 
9:30
CEST
Session 7: Cold Start
 
10:25
CEST
Session 8: Sequential Recommendation 1
 
11:05
CEST
Amazon Science Sponsor Meet Up
 
11:05
CEST
Netflix Sponsor Meet Up
 
11:05
CEST
Wednesday AM Break
 
12:00
CEST
Session 9: Sequential Recommendation 2
 
13:10
CEST
Wednesday Lunch Break (On Own)
 
14:30
CEST
Keynote: Michael I. Jordan
 
15:15
CEST
Session 10: Graph Learning
 
16:20
CEST
Google Sponsor Meet Up
 
16:20
CEST
Wednesday PM Break
 
17:20
CEST
Session 11: Optimisation and Evaluation 1
 
20:00
CEST
Social Event
 
8:00
CEST
Thursday Posters
 
8:00
CEST
Thursday Registration and Badge Pick-Up
 
8:00
CEST
Women in RecSys Breakfast
 
9:00
CEST
Keynote: Mounia Lalmas
 
9:45
CEST
Session 12: Optimisation and Evaluation 2
 
10:35
CEST
Session 13: Robust RecSys 1
 
10:55
CEST
PopRox Meeting (PRIVATE)
 
10:55
CEST
Thursday AM Break
 
11:00
CEST
Booking.com Sponsor Meet Up
 
11:00
CEST
OVS Sponsor Meet Up
 
12:00
CEST
Session 14: Robust RecSys 2
 
12:30
CEST
Session 15: Off-policy Learning
 
13:15
CEST
Thursday Lunch Break (On Own)
 
14:30
CEST
Session 16: Large Language Models 2
 
16:20
CEST
Thursday PM Break
 
17:10
CEST
Session 17: Women in RecSys
 
18:10
CEST
Closing
 
21:00
CEST
Erasmus Orchestra Concert
 
8:00
CEST
Friday Registration and Badge Pick-Up
 
9:00
CEST
HealthRecSys: 6th ACM RecSys Workshop on Health Recommender Systems
 
9:00
CEST
INRA: 12th International Workshop on News Recommendation and Analytics
 
9:00
CEST
INTROSPECTIVES: Reflections on Recommender Systems Past, Present, and Future
 
9:00
CEST
IntRS 2024: 11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems
 
9:00
CEST
KaRS: Sixth Knowledge-aware and Conversational Recommender Systems Workshop
 
9:00
CEST
NORMalize: The Second Workshop on Normative Design and Evaluation of Recommender Systems
 
9:00
CEST
ROEGEN: The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation
 
9:00
CEST
RecSoGood 2024: First International Workshop on Recommender Systems for Sustainability and Social Good
 
9:00
CEST
RecTour: Workshop on Recommenders in Tourism
 
9:00
CEST
Tutorial: Conducting User Experiments in Recommender Systems
 
10:30
CEST
Friday AM Coffee Break
 
11:00
CEST
Tutorial: Conducting Recommender Systems User Studies Using POPROX
 
12:30
CEST
Friday Lunch
 
14:15
CEST
AltRecSys: A Workshop on Alternative, Unexpected, and Critical Work on Recommendation
 
14:15
CEST
EARL: Workshop on Evaluating and Applying Recommendation Systems with Large Language Models
 
14:15
CEST
RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems
 
15:45
CEST
Friday PM Coffee Break
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