HPC Lab @ ISTI-CNR

adaptive-utterance-rewriting-conversational-search

Official software repository of Mele et al., "Adaptive Utterance Rewriting for Conversational Search", IP&M, 2021.

cracker

crumbling large graphs into connected components

DevCommunities

Data from paper: On the behaviour of deviant communities in online social networks (ICWSM 2016)

efficient-query-expansion

Official repository of "Efficient and Effective Query Expansion for Web Search", Short Paper @ CIKM 2018

efficient_nn_for_ltr

This is the official repository of F. M. Nardini, C. Rulli, S. Trani, R. Venturini, "Distilled Neural Networks for Efficient Learning to Rank". IEEE TKDE. 2022.

fast-approximate-filtering

Official repository of the ACM SIGIR 2019 paper: "Fast Approximate Filtering of Search Results Sorted by Attribute" by Franco Maria Nardini, Roberto Trani, and Rossano Venturini.

LtR-Tutorial

Efficiency/Effectiveness Trade-offs in Learning to Rank

quickrank

Official repository of QuickRank: A C++ suite of Learning to Rank algorithms.

quickscorer

Official repository of Quickscorer: a fast algorithm to rank documents with additive ensembles of regression trees.

rankeval

Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.

hpclab/quickrank

Official repository of QuickRank: A C++ suite of Learning to Rank algorithms.

hpclab/rankeval

Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.

hpclab/quickscorer

Official repository of Quickscorer: a fast algorithm to rank documents with additive ensembles of regression trees.

hpclab/efficient-query-expansion

Official repository of "Efficient and Effective Query Expansion for Web Search", Short Paper @ CIKM 2018

hpclab/fast-approximate-filtering

Official repository of the ACM SIGIR 2019 paper: "Fast Approximate Filtering of Search Results Sorted by Attribute" by Franco Maria Nardini, Roberto Trani, and Rossano Venturini.

hpclab/cracker

crumbling large graphs into connected components

hpclab/LtR-Tutorial

Efficiency/Effectiveness Trade-offs in Learning to Rank

hpclab/efficient_nn_for_ltr

This is the official repository of F. M. Nardini, C. Rulli, S. Trani, R. Venturini, "Distilled Neural Networks for Efficient Learning to Rank". IEEE TKDE. 2022.

hpclab/DevCommunities

Data from paper: On the behaviour of deviant communities in online social networks (ICWSM 2016)

hpclab/adaptive-utterance-rewriting-conversational-search

Official software repository of Mele et al., "Adaptive Utterance Rewriting for Conversational Search", IP&M, 2021.

hpclab/learning-exit-strategies-ensembles

Official repository of Busolin et al., "Learning Early Exit Strategies for Additive Ranking Ensembles", ACM SIGIR 2021.

hpclab/conv-llm

Official repository of the paper: Galimzhanova et al., "Rewriting Conversational Utterances with Instructed Large Language Models", Long Paper @ WI-IAT 2023.

hpclab/telos

Graph overlays supporting BigData computations

hpclab/istella22-experiments

Official software repository of the ACM SIGIR 2022 resource paper: "The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation" by D. Dato et al.

hpclab/model_compression_for_ranking_on_fpga

Official software repository of V. Gil-Costa et al., "Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs" ECIR 2022.

hpclab/PTR---Polarized-User-and-Topic-Tracking

Polarized-User-and-Topic-Tracking Algorithm

hpclab/trace

hpclab/vectorized-quickscorer

Official repository of Vectorized Quickscorer: Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.

hpclab/caching-conversational-search

hpclab/earlyexit-ltr

Official repository of the IEEE Access paper: "Early Exit Strategies for Learning-to-Rank Cascades" by Francesco Busolin et al. 2023.

hpclab/knn-fpga

hpclab/TheMatrixProject

hpclab/conv-common-sense

Official repository of the paper: Rocchietti et al. "Commonsense Injection in Conversational Systems: An Adaptable Framework for Query Expansion", Long Paper @ WI-IAT 2023.

hpclab/DynORC

DynORC: a dynamic intelligent orchestrator to manage Edge/Cloud Continuum environment resources

hpclab/fpga_knn

hpclab/gpu-quickscorer

Official repository of GPU Quickscorer.

hpclab/multithread-quickscorer

Official repository of Multithread QuickScorer.

hpclab/TheMatrixProject-doc