EMNLP - arXivDaily 期刊&会议

2310.05069 2023-10-20 cs.CL

Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration

Ercong Nie, Helmut Schmid, Hinrich Schütze

Comments Accepted to Findings of EMNLP 2023

2305.15020 2023-10-20 cs.CL

An Efficient Multilingual Language Model Compression through Vocabulary Trimming

Asahi Ushio, Yi Zhou, Jose Camacho-Collados

Comments EMNLP 2023 findings

2305.14994 2023-10-20 cs.CL

RefGPT: Dialogue Generation of GPT, by GPT, and for GPT

Dongjie Yang, Ruifeng Yuan, Yuantao Fan, Yifei Yang, Zili Wang, Shusen Wang, Hai Zhao

Comments Accepted by EMNLP 2023

2305.14281 2023-10-20 cs.CL cs.CV

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining

Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks

Comments EMNLP 2023

2305.12818 2023-10-20 cs.CL cs.AI

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs

Yihong Liu, Haotian Ye, Leonie Weissweiler, Renhao Pei, Hinrich Schütze

Comments EMNLP 2023 Findings

2305.12634 2023-10-20 cs.CL

Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training

Zhisong Zhang, Emma Strubell, Eduard Hovy

Comments Findings of EMNLP 2023

2305.12295 2023-10-20 cs.CL cs.AI

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang

Comments EMNLP 2023 (Findings, long paper)

2305.11790 2023-10-20 cs.CL

Prompting with Pseudo-Code Instructions

Mayank Mishra, Prince Kumar, Riyaz Bhat, Rudra Murthy, Danish Contractor, Srikanth Tamilselvam

Comments Published in EMNLP 2023 main track

2305.11171 2023-10-20 cs.CL

TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models

Zorik Gekhman, Jonathan Herzig, Roee Aharoni, Chen Elkind, Idan Szpektor

Comments Accepted as a long paper in EMNLP 2023

2305.03495 2023-10-20 cs.CL cs.AI cs.LG

Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng

Comments EMNLP 2023

2302.01328 2023-10-20 cs.CV cs.AI cs.CL cs.LG

IC3: Image Captioning by Committee Consensus

David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan, David A. Ross, John Canny

Comments To Appear at EMNLP 2023

2302.00381 2023-10-20 cs.SI

BotPercent: Estimating Bot Populations in Twitter Communities

Zhaoxuan Tan, Shangbin Feng, Melanie Sclar, Herun Wan, Minnan Luo, Yejin Choi, Yulia Tsvetkov

Comments Accepted to findings of EMNLP 2023

2212.09730 2023-10-20 cs.SD cs.CL cs.LG eess.AS

Speaking Style Conversion in the Waveform Domain Using Discrete Self-Supervised Units

Gallil Maimon, Yossi Adi

Comments Accepted at EMNLP 2023

2212.09561 2023-10-20 cs.AI cs.CL

Large Language Models are Better Reasoners with Self-Verification

Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao

Comments Accept in EMNLP 2023 Findings

2310.12135 2023-10-19 cs.CL

Pseudointelligence: A Unifying Framework for Language Model Evaluation

Shikhar Murty, Orr Paradise, Pratyusha Sharma

Comments EMNLP 2023 Findings

2310.12118 2023-10-19 cs.CL

Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers

Osman Batur İnce, Tanin Zeraati, Semih Yagcioglu, Yadollah Yaghoobzadeh, Erkut Erdem, Aykut Erdem

Comments Accepted to Findings of EMNLP 2023

2310.12024 2023-10-19 cs.CL

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation

Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens

Comments Accepted to EMNLP 2023 main conference

2310.12011 2023-10-19 cs.CL

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection

Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song

Comments Accepted to EMNLP findings 2023

2310.12008 2023-10-19 cs.CL cs.AI

Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

Comments Accepted at EMNLP 2023 Main

2310.11976 2023-10-19 cs.CL cs.AI

InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation

Renzhi Wang, Jing Li, Piji Li

Comments EMNLP 2023 Findings

2310.11964 2023-10-19 cs.CL

AMR Parsing with Causal Hierarchical Attention and Pointers

Chao Lou, Kewei Tu

Comments EMNLP 2023

2310.11958 2023-10-19 cs.CL cs.LG

Emptying the Ocean with a Spoon: Should We Edit Models?

Yuval Pinter, Michael Elhadad

Comments Findings of ACL: EMNLP 2023

2310.11938 2023-10-19 cs.CL

Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual Grounding

Timothee Mickus, Elaine Zosa, Denis Paperno

Comments accepted to Findings of EMNLP 2023

2310.11906 2023-10-19 cs.CL

Rather a Nurse than a Physician -- Contrastive Explanations under Investigation

Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl

Comments 9 pages, long paper at EMNLP 2023 proceedings

2310.11761 2023-10-19 cs.CL

A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction

Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua

Comments EMNLP Findings 2023

2310.11748 2023-10-19 cs.CV

BanglaAbuseMeme: A Dataset for Bengali Abusive Meme Classification

Mithun Das, Animesh Mukherjee

Comments EMNLP 2023 (main conference)

2310.11707 2023-10-19 cs.LG

Learning under Label Proportions for Text Classification

Jatin Chauhan, Xiaoxuan Wang, Wei Wang

Comments accepted as long paper in Findings of EMNLP 2023

2310.11681 2023-10-19 cs.CL cs.AI

Descriptive Knowledge Graph in Biomedical Domain

Kerui Zhu, Jie Huang, Kevin Chen-Chuan Chang

Comments EMNLP 2023 Demo

2310.11671 2023-10-19 cs.CL

MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction

Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng

Comments Accepted to Findings of EMNLP 2023

2310.11634 2023-10-19 cs.CL

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations

Arkil Patel, Satwik Bhattamishra, Siva Reddy, Dzmitry Bahdanau

Comments EMNLP 2023