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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 7868
2310.13774 2023-10-24 cs.CL

Seq2seq is All You Need for Coreference Resolution

Wenzheng Zhang, Sam Wiseman, Karl Stratos

Comments EMNLP 2023

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2310.13771 2023-10-24 cs.CL cs.AI

Copyright Violations and Large Language Models

Antonia Karamolegkou, Jiaang Li, Li Zhou, Anders Søgaard

Comments EMNLP 2023

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2310.13747 2023-10-24 cs.CL

ALDi: Quantifying the Arabic Level of Dialectness of Text

Amr Keleg, Sharon Goldwater, Walid Magdy

Comments Accepted to EMNLP 2023

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2310.13512 2023-10-24 cs.CL

Improving Question Generation with Multi-level Content Planning

Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen

Comments Camera-ready. Accepted by EMNLP 2023 Findings

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2310.12936 2023-10-24 cs.CL

A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models

Yi Zhou, Jose Camacho-Collados, Danushka Bollegala

Comments Accepted to EMNLP 2023 main conference

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2310.12580 2023-10-24 cs.CL cs.AI

Pretraining Language Models with Text-Attributed Heterogeneous Graphs

Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du

Comments Accepted by EMNLP 2023 Findings

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2310.11772 2023-10-24 cs.CL

Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling

Hai Yu, Chong Deng, Qinglin Zhang, Jiaqing Liu, Qian Chen, Wen Wang

Comments Accepted by EMNLP 2023. Codes is available at https://github.com/alibaba-damo-academy/SpokenNLP/

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2310.09343 2023-10-24 cs.CL cs.AI

Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents

Hyungjoo Chae, Yongho Song, Kai Tzu-iunn Ong, Taeyoon Kwon, Minjin Kim, Youngjae Yu, Dongha Lee, Dongyeop Kang, Jinyoung Yeo

Comments 25 pages, 8 figures, Accepted to EMNLP 2023

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2310.07155 2023-10-24 cs.CL

"A Tale of Two Movements": Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction

Shamik Roy, Dan Goldwasser

Comments Findings of EMNLP 2023 (Camera Ready)

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2310.07081 2023-10-24 cs.CL

Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting

Emmy Liu, Aditi Chaudhary, Graham Neubig

Comments EMNLP 2023

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2310.06918 2023-10-24 cs.CL cs.LG

Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE

Pengyue Hou, Xingyu Li

Comments Findings of emnlp 2023

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2310.06374 2023-10-24 cs.CL

Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models

Di Wu, Wasi Uddin Ahmad, Kai-Wei Chang

Comments EMNLP 2023 camera ready

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2310.04928 2023-10-24 cs.CL

Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU

Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin

Comments Accepted at EMNLP 2023

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2309.01826 2023-10-24 cs.CL cs.AI

One Wide Feedforward is All You Need

Telmo Pessoa Pires, António V. Lopes, Yannick Assogba, Hendra Setiawan

Comments Accepted at WMT23 (EMNLP 2023)

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2305.16426 2023-10-24 cs.CL

Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models

Isabelle Lorge, Janet Pierrehumbert

Comments Published in BlackBoxNLP workshop, EMNLP 2023

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2305.16340 2023-10-24 cs.CL cs.AI cs.LG

Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model

Yinghan Long, Sayeed Shafayet Chowdhury, Kaushik Roy

Comments EMNLP 2023 Findings

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2305.15720 2023-10-24 cs.IR

Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors

George Zerveas, Navid Rekabsaz, Carsten Eickhoff

Comments EMNLP 2023

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2305.15076 2023-10-24 cs.CL

Meta-Learning Online Adaptation of Language Models

Nathan Hu, Eric Mitchell, Christopher D. Manning, Chelsea Finn

Comments EMNLP 2023 Camera Ready

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2305.15028 2023-10-24 cs.CL cs.AI cs.CV

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Heming Xia, Qingxiu Dong, Lei Li, Jingjing Xu, Tianyu Liu, Ziwei Qin, Zhifang Sui

Comments EMNLP 2023 Findings (Long Paper), camera-ready version

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2305.14976 2023-10-24 cs.CL cs.LG

GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP

Md Tawkat Islam Khondaker, Abdul Waheed, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed

Comments EMNLP 2023 Main Conference

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2305.14926 2023-10-24 cs.CL cs.AI cs.LG

Universal Self-Adaptive Prompting

Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Hanjun Dai, Julian Martin Eisenschlos, Sercan O. Arik, Tomas Pfister

Comments EMNLP 2023 (Main). 10 pages, 5 figures, 4 tables (26 pages, 9 figures and 13 tables including references and appendices)

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2305.14889 2023-10-24 cs.CL cs.AI

Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory

Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao

Comments EMNLP 2023

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2305.14760 2023-10-24 cs.CL

Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization

Shoujie Tong, Heming Xia, Damai Dai, Runxin Xu, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui

Comments EMNLP 2023 Findings. Camera-ready version. Co-first authors with equal contributions

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2305.14663 2023-10-24 cs.CL

You Are What You Annotate: Towards Better Models through Annotator Representations

Naihao Deng, Xinliang Frederick Zhang, Siyang Liu, Winston Wu, Lu Wang, Rada Mihalcea

Comments Accepted to Findings of EMNLP 2023

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2305.14552 2023-10-24 cs.CL cs.AI

Sources of Hallucination by Large Language Models on Inference Tasks

Nick McKenna, Tianyi Li, Liang Cheng, Mohammad Javad Hosseini, Mark Johnson, Mark Steedman

Comments Findings of EMNLP 2023

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2305.14492 2023-10-24 cs.CL

Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment

Sky CH-Wang, Arkadiy Saakyan, Oliver Li, Zhou Yu, Smaranda Muresan

Comments EMNLP 2023 Main Conference (Long Paper)

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2305.14458 2023-10-24 cs.CL

Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA

David Heineman, Yao Dou, Mounica Maddela, Wei Xu

Comments Accepted to EMNLP 2023

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2305.14288 2023-10-24 cs.CL

LLM-powered Data Augmentation for Enhanced Cross-lingual Performance

Chenxi Whitehouse, Monojit Choudhury, Alham Fikri Aji

Comments EMNLP 2023 Main Conference

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2305.14232 2023-10-24 cs.CL cs.DL cs.IR cs.LG

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding

Yu Zhang, Hao Cheng, Zhihong Shen, Xiaodong Liu, Ye-Yi Wang, Jianfeng Gao

Comments 17 pages; Accepted to Findings of EMNLP 2023 (Project Page: https://scimult.github.io/)

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2305.14105 2023-10-24 cs.CL cs.AI

CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation

Aswanth Kumar, Ratish Puduppully, Raj Dabre, Anoop Kunchukuttan

Comments Accepted to EMNLP 2023 findings

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