Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions
Comments EMNLP 2022 Main Conference Long Paper
期刊&会议
EMNLP
Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning
Comments The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)
AGReE: A system for generating Automated Grammar Reading Exercises
Comments Accepted to EMNLP 2022 Demonstration Track
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts
Comments Accepted at EMNLP'22
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Comments Accepted by EMNLP 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation
Comments EMNLP 2022 main conference
Polyglot Prompt: Multilingual Multitask PrompTraining
Comments EMNLP 2022 (Main Conference)
Translation between Molecules and Natural Language
Comments Accepted at EMNLP 2022. Data and code can be found on [Github](https://github.com/blender-nlp/MolT5)
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Comments 14 pages, 7 figures, Findings of EMNLP 2022 (Long paper)
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters
Comments EMNLP 2022 camera-ready
Query-based Instance Discrimination Network for Relational Triple Extraction
Comments Accepted to EMNLP 2022, submission version
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
Comments EMNLP 2022
Data-efficient End-to-end Information Extraction for Statistical Legal Analysis
Comments NLLP workshop @ EMNLP 2022
Revisiting Grammatical Error Correction Evaluation and Beyond
Comments Accepted to EMNLP 2022
Open-Vocabulary Argument Role Prediction for Event Extraction
Comments EMNLP 2022 Findings
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation
Comments EMNLP'22 Main Conference
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models
Comments EMNLP 2022
$N$-gram Is Back: Residual Learning of Neural Text Generation with $n$-gram Language Model
Comments Accepted to findings of EMNLP 2022
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows
Comments EMNLP 2022 camera-ready version
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation
Comments Accepted at EMNLP 2022. Data and code: https://github.com/amazon-research/machine-translation-gender-eval
Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop
Comments The final version of this paper will be published in the Proceedings of the DaSH Workshop @ EMNLP 2022. This paper is accepted for presentation in both DaSH@EMNLP 2022 and HiLL@NIPS 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
Comments accepted at EMNLP 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations
Comments Paper accepted by EMNLP 2022 Findings. The first two authors contribute equally
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset
Comments EMNLP 2022
Towards Inter-character Relationship-driven Story Generation
Comments EMNLP 2022
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation
Comments Accepted at Findings of EMNLP 2022
Video Question Answering: Datasets, Algorithms and Challenges
Comments Accepted by EMNLP 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation
Comments EMNLP 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text
Journal ref EMNLP 2022
Natural Language Deduction with Incomplete Information
Comments Conference of EMNLP 2022
