conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

Papers per year

2

3

5

5

7

5

6

4

10

9

6

77

224

402

561

898

1,020

1,354

1,930

3,704

4,815

1,149

'10

'15

'20

'25

Papers (including subtopics)

Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language COLING 2020 Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa COLING 2020 WEFE: The Word Embeddings Fairness Evaluation Framework IJCAI 2020 WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis Using Transformers SemEval 2020 What are the Goals of Distributional Semantics? ACL 2020 What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks ACL 2020 What do Models Learn from Question Answering Datasets? EMNLP 2020 What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020 What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language COLING 2020 What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models EMNLP 2020 When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020 When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020 When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships CoNLL 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL 2020 Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020 WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization EMNLP 2020 Will it Unblend? EMNLP 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement ICLR 2020 Word associations and the distance properties of context-aware word embeddings CoNLL 2020 Word class flexibility: A deep contextualized approach EMNLP 2020 Word Embedding Binarization with Semantic Information Preservation COLING 2020 Word Embeddings as Tuples of Feature Probabilities ACL 2020 Word Representations Concentrate and This is Good News! CoNLL 2020