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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 Hits 1 – 20 of 90 1 ANLIzing the Adversarial Natural Language Inference Dataset Williams, Adina; Thrush, Tristan; Kiela, Douwe In: Proceedings of the Society for Computation in Linguistics (2022) BASE Show details 2 Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Park, Joonsuk; Sathe, Aalok. - : Underline Science Inc., 2021 BASE Show details 3 FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Guo, Han. - : Underline Science Inc., 2021 BASE Show details 4 Open Aspect Target Sentiment Classification with Natural Language Prompts ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Birle, Ian; Chang, Haw-Shiuan. - : Underline Science Inc., 2021 BASE Show details 5 Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Schuff, Hendrik. - : Underline Science Inc., 2021 BASE Show details 6 ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; D. Manning, Christopher; Koreeda, Yuta. - : Underline Science Inc., 2021 BASE Show details 7 IndoNLI: A Natural Language Inference Dataset for Indonesian ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Aji, Alham Fikri; Louvan, Samuel. - : Underline Science Inc., 2021 BASE Show details 8 Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Tan, Chenhao; Zhou, Yangqiaoyu. - : Underline Science Inc., 2021 BASE Show details 9 Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Amirkhani, Hossein; Pilehvar, Mohammad Taher. - : Underline Science Inc., 2021 BASE Show details 10 Continual Few-Shot Learning for Text Classification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ramakanth; Bansal, Mohit. - : Underline Science Inc., 2021 BASE Show details 11 Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 12 Scheduled Sampling Based on Decoding Steps for Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liu, Yijin. - : Underline Science Inc., 2021 BASE Show details 13 Pairwise Supervised Contrastive Learning of Sentence Representations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Zhang, Dejiao. - : Underline Science Inc., 2021 BASE Show details 14 Finding a Balanced Degree of Automation for Summary Evaluation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Zhang, Shiyue. - : Underline Science Inc., 2021 BASE Show details 15 A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; de Lhoneux, Miryam; Hartmann, Mareike. - : Underline Science Inc., 2021 BASE Show details 16 Universal Sentence Representation Learning with Conditional Masked Language Model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cer, Daniel; Darve, Eric. - : Underline Science Inc., 2021 BASE Show details 17 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Kamal Eddine, Moussa; Tixier, Antoine; Vazirgiannis, Michalis. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.740/ Abstract: Inductive transfer learning has taken the entire NLP field by storm, with models such as BERT and BART setting new state of theart on countless NLU tasks. However, most of the available models and research have been conducted for English. In this work, we introduce BARThez, the first large-scale pretrained seq2seq model for French. Being based on BART, BARThez is particularly well-suited for generative tasks. We evaluate BARThez on five discriminative tasks from the FLUE benchmark and two generative tasks from a novel summarization dataset, OrangeSum, that we created for this research. We show BARThez to be very competitive with state-of-the-art BERT-based French language models such as CamemBERT and FlauBERT. We also continue the pretraining of a multilingual BART on BARThez’ corpus, and show our resulting model, mBARThez, to significantly boost BARThez’ generative performance. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Inference; Natural Language Processing URL: https://dx.doi.org/10.48448/brqh-1743 https://underline.io/lecture/37674-barthez-a-skilled-pretrained-french-sequence-to-sequence-model BASE Hide details 18 Nearest Neighbour Few-Shot Learning for Cross-lingual Classification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bari, M Saiful; Haidar, Batool. - : Underline Science Inc., 2021 BASE Show details 19 Subword Mapping and Anchoring across Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 20 Hy-NLI : a Hybrid system for state-of-the-art Natural Language Inference Kalouli, Aikaterini-Lida. - 2021 BASE Show details Page: 1 2 3 4 5

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