2.7k citations · 3.1k across the 12 of their papers we have counts for
12 papers
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron, Louis Martin, Kevin Stone +65
In this work, we develop and release Llama 2, a collection of pretrained and fine-tuned large language models (LLMs) ranging in scale from 7 billion to 70 billion parameters. Our f…
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models
Saghar Hosseini, Hamid Palangi, Ahmed Hassan Awadallah
Large-scale Pre-Trained Language Models (PTLMs) capture knowledge from massive human-written data which contains latent societal biases and toxic contents. In this paper, we levera…
Compositional Generalization for Natural Language Interfaces to Web APIs
Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su
This paper presents Okapi, a new dataset for Natural Language to executable web Application Programming Interfaces (NL2API). This dataset is in English and contains 22,508 question…
Symmetry TFTs from String Theory
Fabio Apruzzi, Federico Bonetti, Iñaki García Etxebarria +2
We determine the dimensional topological field theory, which encodes the higher-form symmetries and their 't Hooft anomalies for -dimensional QFTs obtained by compactifyin…
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng +6
Most recent progress in natural language understanding (NLU) has been driven, in part, by benchmarks such as GLUE, SuperGLUE, SQuAD, etc. In fact, many NLU models have now matched…
Maruyoshi-Song Flows and Defect Groups of Theories
Saghar S. Hosseini, Robert Moscrop
We study the defect groups of theories using geometric engineering and BPS quivers. In the simple case when , we use the BPS quivers of the theory to see t…
Higher Form Symmetries of Argyres-Douglas Theories
Michele Del Zotto, Iñaki García Etxebarria, Saghar S. Hosseini
We determine the structure of 1-form symmetries for all 4d theories that have a geometric engineering in terms of type IIB string theory on isolated hypersurface…
Higher Form Symmetries and M-theory
Federica Albertini, Michele Del Zotto, Iñaki García Etxebarria +1
We discuss the geometric origin of discrete higher form symmetries of quantum field theories in terms of defect groups from geometric engineering in M-theory. The flux non-commutat…
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback
Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah
We study the task of semantic parse correction with natural language feedback. Given a natural language utterance, most semantic parsing systems pose the problem as one-shot transl…
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini +2
Multilingual representations embed words from many languages into a single semantic space such that words with similar meanings are close to each other regardless of the language.…
Online Distributed Optimization on Dynamic Networks
Saghar Hosseini, Airlie Chapman, Mehran Mesbahi
This paper presents a distributed optimization scheme over a network of agents in the presence of cost uncertainties and over switching communication topologies. Inspired by recent…
Online Distributed ADMM on Networks
Saghar Hosseini, Airlie Chapman, Mehran Mesbahi
This paper examines online distributed Alternating Direction Method of Multipliers (ADMM). The goal is to distributively optimize a global objective function over a network of deci…