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)

The Multilingual Amazon Reviews Corpus EMNLP 2020 The Non-native Speaker Aspect: Indian English in Social Media EMNLP 2020 The Paradigm Discovery Problem ACL 2020 The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020 The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic Dialects COLING 2020 The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020 The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT EMNLP 2020 The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs EMNLP 2020 The Value of Paraphrase for Knowledge Base Predicates AAAI 2020 This is a BERT. Now there are several of them. Can they generalize to novel words? EMNLP 2020 TIMBERT: Toponym Identifier For The Medical Domain Based on BERT COLING 2020 TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying ACL 2020 TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020 To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020 Towards Accurate and Reliable Energy Measurement of NLP Models EMNLP 2020 Towards Augmenting Lexical Resources for Slang and African American English COLING 2020 Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020 Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets AAAI 2020 Towards Code-switched Classification Exploiting Constituent Language Resources AACL 2020 Towards Debiasing Sentence Representations ACL 2020 Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020 Towards Grounding of Formulae EMNLP 2020