Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Comments Findings of EMNLP 2022
期刊&会议
EMNLP
Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing
Salience Allocation as Guidance for Abstractive Summarization
Comments Accepted by EMNLP 2022. Code and model weights are available at https://github.com/tencent-ailab/season
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
Comments Accepted by EMNLP 2022 (Findings)
R$^2$F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference
Comments Accepted at EMNLP 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos
Comments Accepted by EMNLP 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Comments EMNLP 2022
What do Large Language Models Learn beyond Language?
Comments Accepted at the Findings of EMNLP 2022
Exploring Representation-Level Augmentation for Code Search
Comments Accepted to EMNLP 2022
Text Editing as Imitation Game
Comments Accepted to Findings of EMNLP 2022
On the Calibration of Massively Multilingual Language Models
Comments EMNLP 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination
Comments EMNLP 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning
Comments accepted at EMNLP 2022. arXiv admin note: substantial text overlap with arXiv:2204.13074
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation
Comments Accepted by EMNLP 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards
Comments Findings of EMNLP 2022
Discovering Differences in the Representation of People using Contextualized Semantic Axes
Comments 10 pages, 6 figures, EMNLP 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
Comments 12 pages, accepted by EMNLP 2022
A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling
Comments Accepted to EMNLP 2022 Main Conference
Controlling Bias Exposure for Fair Interpretable Predictions
Comments Accepted to EMNLP-2022 Findings
Re3: Generating Longer Stories With Recursive Reprompting and Revision
Comments EMNLP 2022
Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models
Comments EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Comments EMNLP 2022 main conference
Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit
Comments Published in Blackbox NLP workshop, EMNLP 2022. 12 pages including Appendices, 1 figure (with 6 sub-figures)
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Comments Accepted as a main conference paper at EMNLP 2022, 22 pages, 8 figures, 11 tables
Generating Information-Seeking Conversations from Unlabeled Documents
Comments Accepted to EMNLP 2022 main conference
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
Comments EMNLP 2022 Camera Ready. Code available at https://github.com/mingkaid/rl-prompt
Re-Examining Calibration: The Case of Question Answering
Comments EMNLP 2022 Findings
Conditional set generation using Seq2seq models
Comments EMNLP 2022
Generating Natural Language Proofs with Verifier-Guided Search
Comments EMNLP 2022. Code and models are available at https://github.com/princeton-nlp/NLProofS. v3 added evaluation of GPT-3 and Codex
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models
Comments EMNLP 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization
Comments v2: EMNLP Findings 2022 accepted paper camera-ready version. 9 pages main, 2 pages appendix
