Publications

(2021). On the Cross-lingual Transferability of Contextualized Sense Embeddings. MLR 2021.

PDF Cite DOI

(2021). Distilling Relation Embeddings from Pretrained Language Models. EMNLP 2021.

PDF Cite Code DOI

(2021). Probing Pre-Trained Language Models for Disease Knowledge. Findings ACL-IJCNLP 2021.

PDF Cite Code DOI

(2021). Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection. RepL4NLP-2021.

PDF Cite Code DOI

(2021). COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter. ACL-IJCNLP SRW 2021.

PDF Cite DOI

(2021). BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?. ACL-IJCNLP 2021.

PDF Cite Code DOI

(2021). Analysis and Evaluation of Language Models for Word Sense Disambiguation. Computational Linguistics.

PDF Cite DOI

(2021). WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. EACL 2021.

PDF Cite Dataset DOI

(2021). T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition. EACL 2021: System Demonstrations.

PDF Cite Code DOI

(2020). Towards Preemptive Detection of Depression and Anxiety in Twitter. #SMM4H 2020.

PDF Cite

(2020). Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification. COLING 2020.

PDF Cite Code DOI

(2020). Embeddings in Natural Language Processing. COLING 2020: Tutorial Abstracts.

PDF Cite DOI

(2020). Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions. CogALex 2020.

PDF Cite

(2020). CollFrEn: Rich Bilingual English--French Collocation Resource. MWE-LEX 2020.

PDF Cite Dataset

(2020). A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings. COLING 2020.

PDF Cite Code DOI

(2020). XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. EMNLP 2020.

PDF Cite Code DOI

(2020). Understanding the Source of Semantic Regularities in Word Embeddings. CoNLL 2020.

PDF Cite DOI

(2020). TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. Findings EMNLP 2020.

PDF Cite DOI

(2020). Combining BERT with Static Word Embeddings for Categorizing Social Media. W-NUT 2020.

PDF Cite DOI

(2020). Learning Company Embeddings from Annual Reports for Fine-grained Industry Characterization. FinNLP 2020.

PDF Cite Code

(2020). On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. LREC 2020.

PDF Cite

(2020). A Short Survey on Sense-Annotated Corpora. LREC 2020.

PDF Cite