431 citations · 857 across the 69 of their papers we have counts for
16 papers · 1 filter
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?
Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou +4
Spoken language understanding (SLU) tasks are usually solved by first transcribing an utterance with automatic speech recognition (ASR) and then feeding the output to a text-based…
Revisiting Methods for Finding Influential Examples
Karthikeyan K, Anders Søgaard
Several instance-based explainability methods for finding influential training examples for test-time decisions have been proposed recently, including Influence Functions, TraceIn,…
Dynamic Forecasting of Conversation Derailment
Yova Kementchedjhieva, Anders Søgaard
Online conversations can sometimes take a turn for the worse, either due to systematic cultural differences, accidental misunderstandings, or mere malice. Automatically forecasting…
Evaluation of Summarization Systems across Gender, Age, and Race
Anna Jørgensen, Anders Søgaard
Summarization systems are ultimately evaluated by human annotators and raters. Usually, annotators and raters do not reflect the demographics of end users, but are recruited throug…
Do Language Models Know the Way to Rome?
Bastien Liétard, Mostafa Abdou, Anders Søgaard
The global geometry of language models is important for a range of applications, but language model probes tend to evaluate rather local relations, for which ground truths are easi…
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color
Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich +3
Pretrained language models have been shown to encode relational information, such as the relations between entities or concepts in knowledge-bases -- (Paris, Capital, France). Howe…