EMNLP - arXivDaily 期刊&会议

2210.13746 2022-10-26 cs.CL

DEMETR: Diagnosing Evaluation Metrics for Translation

Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer

Comments 22 pages, EMNLP 2022 (camera ready)

2210.13733 2022-10-26 cs.CL

Better Few-Shot Relation Extraction with Label Prompt Dropout

Peiyuan Zhang, Wei Lu

Comments Accepted by EMNLP 2022 (long paper)

2210.13715 2022-10-26 cs.CL cs.AI

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion

Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song

Comments Findings of EMNLP 2022

2210.13701 2022-10-26 cs.CL

Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Hung-Ting Chen, Michael J. Q. Zhang, Eunsol Choi

Comments Accepted to the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

2210.13678 2022-10-26 cs.CL cs.IR cs.LG

Bridging the Training-Inference Gap for Dense Phrase Retrieval

Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

Comments Findings of EMNLP 2022; 12 pages, 3 figures

2210.13673 2022-10-26 cs.CL

Evaluating Parameter Efficient Learning for Generation

Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan J. Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro

Comments Accepted to EMNLP 2022 main conference

2210.13669 2022-10-26 cs.CL

Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing

Tuhin Chakrabarty, Vishakh Padmakumar, He He

Comments To appear at EMNLP 2022

2210.13628 2022-10-26 cs.CL cs.CY cs.SI

Predicting Long-Term Citations from Short-Term Linguistic Influence

Sandeep Soni, David Bamman, Jacob Eisenstein

Comments 17 pages, 3 figures, to appear in the Findings of EMNLP 2022

2210.13536 2022-10-26 cs.CL

Effective Pre-Training Objectives for Transformer-based Autoencoders

Luca Di Liello, Matteo Gabburo, Alessandro Moschitti

Comments Accepted at EMNLP 2022 Findings

2210.13522 2022-10-26 cs.CL

Context-Situated Pun Generation

Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng

Comments Accepted to EMNLP 2022 main conference

2210.13513 2022-10-26 cs.CL

ExPUNations: Augmenting Puns with Keywords and Explanations

Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng

Comments Accepted to EMNLP 2022 main conference

2210.13459 2022-10-26 cs.LG cs.AI cs.CL

Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation

Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang

Comments EMNLP 2022

2210.12673 2022-10-26 cs.CL

Lexical Generalization Improves with Larger Models and Longer Training

Elron Bandel, Yoav Goldberg, Yanai Elazar

Comments Accepted to EMNLP 2022 as Findings Paper, Presented at BlackboxNLP 2022

2210.12403 2022-10-26 cs.CL

PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models

Yupeng Zhang, Hongzhi Zhang, Sirui Wang, Wei Wu, Zhoujun Li

Comments Accepted by EMNLP 2022 main conference

2206.14774 2022-10-26 cs.CL

TweetNLP: Cutting-Edge Natural Language Processing for Social Media

Jose Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa-Anke, Fangyu Liu, Eugenio Martínez-Cámara, Gonzalo Medina, Thomas Buhrmann, Leonardo Neves, Francesco Barbieri

Comments EMNLP 2022 Demo paper. TweetNLP: https://tweetnlp.org/

2205.12688 2022-10-26 cs.CL

ProsocialDialog: A Prosocial Backbone for Conversational Agents

Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap

Comments EMNLP 2022 camera ready; Dataset and model can be found at https://hyunw.kim/prosocial-dialog/

2205.12382 2022-10-26 cs.CL

Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media

Chan Young Park, Julia Mendelsohn, Anjalie Field, Yulia Tsvetkov

Comments Findings of EMNLP 2022

2205.12253 2022-10-26 cs.CL

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing

Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova

Comments EMNLP 2022

2205.12148 2022-10-26 cs.CL

Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer

Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder

Comments Accepted at EMNLP 2022 (Main Conference)

2205.11822 2022-10-26 cs.CL

Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations

Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi

Comments EMNLP 2022

2205.11482 2022-10-26 cs.CL cs.IR

Towards Tracing Factual Knowledge in Language Models Back to the Training Data

Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu

Comments Findings of EMNLP, 2022

2205.07257 2022-10-26 cs.CL cs.LG

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering

Md Arafat Sultan, Avirup Sil, Radu Florian

Comments Accepted at EMNLP 2022

2205.03656 2022-10-26 cs.CL cs.AI

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding

Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang

Comments EMNLP 2022 Long paper

2204.06683 2022-10-26 cs.CL

Revisiting Transformer-based Models for Long Document Classification

Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott

Comments Findings of EMNLP 2022

2203.08378 2022-10-26 cs.CL

Transforming Sequence Tagging Into A Seq2Seq Task

Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan

Comments Accepted at EMNLP 2022

2112.05253 2022-10-26 cs.CV cs.CL

MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning

Constantin Eichenberg, Sidney Black, Samuel Weinbach, Letitia Parcalabescu, Anette Frank

Comments 13 pages, 6 figures, 2 tables. Minor improvements. Accepted at EMNLP 2022

2108.04718 2022-10-26 cs.CL

Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation

Bryan Eikema, Wilker Aziz

Comments EMNLP 2022 camera-ready

2010.05985 2022-10-26 cs.CL cs.AI

NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared Task

Alexander Gutkin, Richard Sproat

Comments To appear in Second Workshop on Computational Research in Linguistic Typology (SIGTYP 2020) at 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

2210.13449 2022-10-25 cs.CL

Controlled Text Reduction

Aviv Slobodkin, Paul Roit, Eran Hirsch, Ori Ernst, Ido Dagan

Comments Accepted to EMNLP 2022

2210.13391 2022-10-25 cs.CL

Explaining Translationese: why are Neural Classifiers Better and what do they Learn?

Kwabena Amponsah-Kaakyire, Daria Pylypenko, Josef van Genabith, Cristina España-Bonet

Comments 16 pages, 7 figures, 4 tables. The first 2 authors contributed equally. Accepted to BlackboxNLP 2022 (at EMNLP 2022)