Picture for Muhammad Khalifa

Muhammad Khalifa

Learning to Reason via Program Generation, Emulation, and Search

Add code
May 28, 2024
Viaarxiv icon

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

Add code
Apr 26, 2024
Viaarxiv icon

Source-Aware Training Enables Knowledge Attribution in Language Models

Add code
Apr 11, 2024
Viaarxiv icon

LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths

Add code
Oct 30, 2023
Figure 1 for LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths
Figure 2 for LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths
Figure 3 for LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths
Figure 4 for LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths
Viaarxiv icon

Merging Generated and Retrieved Knowledge for Open-Domain QA

Add code
Oct 22, 2023
Figure 1 for Merging Generated and Retrieved Knowledge for Open-Domain QA
Figure 2 for Merging Generated and Retrieved Knowledge for Open-Domain QA
Figure 3 for Merging Generated and Retrieved Knowledge for Open-Domain QA
Figure 4 for Merging Generated and Retrieved Knowledge for Open-Domain QA
Viaarxiv icon

Exploring Demonstration Ensembling for In-context Learning

Add code
Aug 21, 2023
Figure 1 for Exploring Demonstration Ensembling for In-context Learning
Figure 2 for Exploring Demonstration Ensembling for In-context Learning
Figure 3 for Exploring Demonstration Ensembling for In-context Learning
Figure 4 for Exploring Demonstration Ensembling for In-context Learning
Viaarxiv icon

Discriminator-Guided Multi-step Reasoning with Language Models

Add code
May 24, 2023
Figure 1 for Discriminator-Guided Multi-step Reasoning with Language Models
Figure 2 for Discriminator-Guided Multi-step Reasoning with Language Models
Figure 3 for Discriminator-Guided Multi-step Reasoning with Language Models
Figure 4 for Discriminator-Guided Multi-step Reasoning with Language Models
Viaarxiv icon

A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models

May 21, 2023
Viaarxiv icon

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases

Add code
May 19, 2023
Figure 1 for BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
Figure 2 for BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
Figure 3 for BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
Figure 4 for BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
Viaarxiv icon

Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection

Nov 09, 2022
Figure 1 for Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
Figure 2 for Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
Figure 3 for Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
Figure 4 for Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
Viaarxiv icon