Matches in SemOpenAlex for { <https://semopenalex.org/work/W3211111844> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3211111844 abstract "While different language models are ubiquitous in NLP, it is hard to contrast their outputs and identify which contexts one can handle better than the other. To address this question, we introduce LMdiff, a tool that visually compares probability distributions of two models that differ, e.g., through finetuning, distillation, or simply training with different parameter sizes. LMdiff allows the generation of hypotheses about model behavior by investigating text instances token by token and further assists in choosing these interesting text instances by identifying the most interesting phrases from large corpora. We showcase the applicability of LMdiff for hypothesis generation across multiple case studies. A demo is available at this http URL ." @default.
- W3211111844 created "2021-11-08" @default.
- W3211111844 creator A5026789962 @default.
- W3211111844 creator A5069794837 @default.
- W3211111844 creator A5077783676 @default.
- W3211111844 creator A5084459196 @default.
- W3211111844 date "2021-11-02" @default.
- W3211111844 modified "2023-09-27" @default.
- W3211111844 title "LMdiff: A Visual Diff Tool to Compare Language Models." @default.
- W3211111844 cites W1682403713 @default.
- W3211111844 cites W1980776243 @default.
- W3211111844 cites W2251939518 @default.
- W3211111844 cites W2752194699 @default.
- W3211111844 cites W2906152891 @default.
- W3211111844 cites W2946417913 @default.
- W3211111844 cites W2949202705 @default.
- W3211111844 cites W2951080837 @default.
- W3211111844 cites W2952465807 @default.
- W3211111844 cites W2963123635 @default.
- W3211111844 cites W2963310665 @default.
- W3211111844 cites W2963341956 @default.
- W3211111844 cites W2963526187 @default.
- W3211111844 cites W2963995027 @default.
- W3211111844 cites W2966280323 @default.
- W3211111844 cites W2970863760 @default.
- W3211111844 cites W2971008823 @default.
- W3211111844 cites W2978017171 @default.
- W3211111844 cites W3006437051 @default.
- W3211111844 cites W3037191812 @default.
- W3211111844 cites W3038035611 @default.
- W3211111844 cites W3044438666 @default.
- W3211111844 cites W3091818438 @default.
- W3211111844 cites W3098824823 @default.
- W3211111844 cites W3098903812 @default.
- W3211111844 cites W3101662419 @default.
- W3211111844 cites W3118485687 @default.
- W3211111844 cites W3186655327 @default.
- W3211111844 cites W3190860428 @default.
- W3211111844 hasPublicationYear "2021" @default.
- W3211111844 type Work @default.
- W3211111844 sameAs 3211111844 @default.
- W3211111844 citedByCount "0" @default.
- W3211111844 crossrefType "posted-content" @default.
- W3211111844 hasAuthorship W3211111844A5026789962 @default.
- W3211111844 hasAuthorship W3211111844A5069794837 @default.
- W3211111844 hasAuthorship W3211111844A5077783676 @default.
- W3211111844 hasAuthorship W3211111844A5084459196 @default.
- W3211111844 hasConcept C119857082 @default.
- W3211111844 hasConcept C137293760 @default.
- W3211111844 hasConcept C154945302 @default.
- W3211111844 hasConcept C204321447 @default.
- W3211111844 hasConcept C2776502983 @default.
- W3211111844 hasConcept C2985684807 @default.
- W3211111844 hasConcept C38652104 @default.
- W3211111844 hasConcept C41008148 @default.
- W3211111844 hasConcept C48145219 @default.
- W3211111844 hasConceptScore W3211111844C119857082 @default.
- W3211111844 hasConceptScore W3211111844C137293760 @default.
- W3211111844 hasConceptScore W3211111844C154945302 @default.
- W3211111844 hasConceptScore W3211111844C204321447 @default.
- W3211111844 hasConceptScore W3211111844C2776502983 @default.
- W3211111844 hasConceptScore W3211111844C2985684807 @default.
- W3211111844 hasConceptScore W3211111844C38652104 @default.
- W3211111844 hasConceptScore W3211111844C41008148 @default.
- W3211111844 hasConceptScore W3211111844C48145219 @default.
- W3211111844 hasLocation W32111118441 @default.
- W3211111844 hasOpenAccess W3211111844 @default.
- W3211111844 hasPrimaryLocation W32111118441 @default.
- W3211111844 hasRelatedWork W1695202858 @default.
- W3211111844 hasRelatedWork W2142708709 @default.
- W3211111844 hasRelatedWork W2251539465 @default.
- W3211111844 hasRelatedWork W2268376565 @default.
- W3211111844 hasRelatedWork W2463188703 @default.
- W3211111844 hasRelatedWork W2578005984 @default.
- W3211111844 hasRelatedWork W2751940116 @default.
- W3211111844 hasRelatedWork W2941681871 @default.
- W3211111844 hasRelatedWork W2952268773 @default.
- W3211111844 hasRelatedWork W2972433973 @default.
- W3211111844 hasRelatedWork W2989208022 @default.
- W3211111844 hasRelatedWork W3015038845 @default.
- W3211111844 hasRelatedWork W3046003314 @default.
- W3211111844 hasRelatedWork W3093264153 @default.
- W3211111844 hasRelatedWork W3166595320 @default.
- W3211111844 hasRelatedWork W3168699076 @default.
- W3211111844 hasRelatedWork W3174167978 @default.
- W3211111844 hasRelatedWork W3176834550 @default.
- W3211111844 hasRelatedWork W3205874557 @default.
- W3211111844 hasRelatedWork W3212633394 @default.
- W3211111844 isParatext "false" @default.
- W3211111844 isRetracted "false" @default.
- W3211111844 magId "3211111844" @default.
- W3211111844 workType "article" @default.