Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers
Comments EMNLP 2022 Findings
期刊&会议
EMNLP
Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing
Are Neural Topic Models Broken?
Comments Accepted to Findings of EMNLP 2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
Comments Accepted to EMNLP 2022 main conference (long paper)
Controllable Fake Document Infilling for Cyber Deception
Comments Findings of EMNLP 2022
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation
Comments EMNLP Findings 2022
SNaC: Coherence Error Detection for Narrative Summarization
Comments EMNLP 2022
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks
Journal ref EMNLP 2022
Natural Language Deduction through Search over Statement Compositions
Comments Findings of EMNLP 2022
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation
Comments Accepted to EMNLP 2022 main conference
RoChBert: Towards Robust BERT Fine-tuning for Chinese
Comments Accepted by Findings of EMNLP 2022
"It's Not Just Hate'': A Multi-Dimensional Perspective on Detecting Harmful Speech Online
Comments EMNLP 2022
Domain Adaptation of Machine Translation with Crowdworkers
Comments Accepted at EMNLP 2022 Industry Track
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings
Comments EMNLP 2022 Long Findings
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction
Comments To be accept by EMNLP 2022 as a full paper
Nearest Neighbor Language Models for Stylistic Controllable Generation
Comments Accepted to GEM workshop at EMNLP 2022
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models
Comments Accepted at EMNLP 2022 Findings. Our code and models will be publicly available as part of the ESPnet-SLU toolkit: https://github.com/espnet/espnet and the release can be followed here: https://github.com/espnet/espnet/pull/4735
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation
Comments EMNLP 2022 Industry Track
COMET-QE and Active Learning for Low-Resource Machine Translation
Comments Accepted to Findings of EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
Comments EMNLP 2022
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
Comments Proceedings of EMNLP 2022
Twist Decoding: Diverse Generators Guide Each Other
Comments Proc. of EMNLP 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset
Comments EMNLP 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning
Comments EMNLP 2022 camera-ready
You Only Need One Model for Open-domain Question Answering
Comments EMNLP 2022 (main)
Concadia: Towards Image-Based Text Generation with a Purpose
Comments Proceedings of EMNLP 2022
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models
Comments Accepted in EMNLP 2022 main conference
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
Comments Findings of EMNLP 2022, 18 pages
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
Comments Accepted as Long Paper at "EMNLP,2022"
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling
Comments 12 pages, 2 figures, 7 tables, EMNLP 2022
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?
Comments 13 pages, 8 figures, 6 tables. Accepted as Oral Presentation at EMNLP 2022
