NumeroLogic: Number Encoding for Enhanced LLMs' Numerical ReasoningEliyahu SchwartzLeshem Choshenet al.2024EMNLP 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model FusionKerem ZamanLeshem Choshenet al.2024EMNLP 2024
Robust ASR Error Correction with Conservative Data FilteringTakuma UdagawaMasayuki Suzukiet al.2024EMNLP 2024
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial ScenariosSamuel AckermanElla Rabinovichet al.2024EMNLP 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA ConversationsArafat SultanJatin Ganhotraet al.2024EMNLP 2024
Language Models in Dialogue: Conversational Maxims for Human-AI InteractionsErik MiehlingManish Nagireddyet al.2024EMNLP 2024
Distilling Event Sequence Knowledge From Large Language ModelsSomin WadhwaOktie Hassanzadehet al.2024ISWC 2024
Towards Net-zero Emission: Harnessing Foundation Models for Enterprise Decarbonisation project recommendationManikandan PadmanabanJagabondhu Hazraet al.2024GHGT 2024
RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationGentiana RashitiKumudu Geethan Karunaratneet al.2024ECAI 2024