EMNLP - arXivDaily 期刊&会议

2112.08766 2023-10-24 cs.IR cs.AI

CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking

George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff

Comments EMNLP 2022

2112.05917 2023-10-24 cs.CL

Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval

Zhongping Zhang, Yiwen Gu, Bryan A. Plummer

Comments Accepted at EMNLP 2023 Findings

2310.13686 2023-10-23 cs.CL

Exploring Linguistic Probes for Morphological Generalization

Jordan Kodner, Salam Khalifa, Sarah Payne

Comments to appear at EMNLP 2023

2310.13676 2023-10-23 cs.CL

Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives

Mario Giulianelli, Sarenne Wallbridge, Raquel Fernández

Comments EMNLP 2023 (Main, Long paper)

2310.13671 2023-10-23 cs.CL cs.AI

Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Ruida Wang, Wangchunshu Zhou, Mrinmaya Sachan

Comments Accepted by EMNLP 2023(Findings)

2310.13669 2023-10-23 cs.LG cs.AI cs.CL cs.PL

Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis

Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick Goh Xin Deik, Ignacio Iacobacci

Comments 9 pages + 4 pages appendix; 4 Figures, 4 Tables, 1 Algorithm; Accepted to Findings of EMNLP 2023

2310.13661 2023-10-23 cs.CL

Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification

Amr Keleg, Walid Magdy

Comments Accepted to the ArabicNLP 2023 conference co-located with EMNLP 2023

2310.13659 2023-10-23 cs.CL

Benchmarking and Improving Text-to-SQL Generation under Ambiguity

Adithya Bhaskar, Tushar Tomar, Ashutosh Sathe, Sunita Sarawagi

Comments To appear at EMNLP 2023 (Main)

2310.13619 2023-10-23 cs.CL cs.CV

Semi-supervised multimodal coreference resolution in image narrations

Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

Comments Long paper at EMNLP'23-Main

2310.13615 2023-10-23 cs.CL

Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning

An-Zi Yen, Wei-Ling Hsu

Comments Accepted by EMNLP 2023 Findings

2310.13583 2023-10-23 cs.CL cs.LG

Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering

Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend

Comments Accepted to EMNLP Findings 2023

2310.13575 2023-10-23 cs.CL

Semantic Decomposition of Question and SQL for Text-to-SQL Parsing

Ben Eyal, Amir Bachar, Ophir Haroche, Moran Mahabi, Michael Elhadad

Comments EMNLP 2023 Findings

2310.13544 2023-10-23 cs.CL cs.HC

A Diachronic Perspective on User Trust in AI under Uncertainty

Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan

Comments EMNLP 2023, 14 pages (8+6)

2310.13506 2023-10-23 cs.CL cs.AI

Explaining Interactions Between Text Spans

Sagnik Ray Choudhury, Pepa Atanasova, Isabelle Augenstein

Comments code: https://github.com/copenlu/spanex , dataset: https://huggingface.co/datasets/copenlu/spanex. Accepted EMNLP 2023

2310.13448 2023-10-23 cs.CL

Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning

Duarte M. Alves, Nuno M. Guerreiro, João Alves, José Pombal, Ricardo Rei, José G. C. de Souza, Pierre Colombo, André F. T. Martins

Comments Accepted at EMNLP 2023 - Findings

2310.13440 2023-10-23 cs.CL

The Past, Present, and Future of Typological Databases in NLP

Emi Baylor, Esther Ploeger, Johannes Bjerva

Comments Accepted to EMNLP Findings

2310.13439 2023-10-23 cs.CL cs.AI

Self-Consistency of Large Language Models under Ambiguity

Henning Bartsch, Ole Jorgensen, Domenic Rosati, Jason Hoelscher-Obermaier, Jacob Pfau

Comments BlackboxNLP @ EMNLP 2023

2310.13420 2023-10-23 cs.CL

Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations

Jihyoung Jang, Minseong Boo, Hyounghun Kim

Comments EMNLP 2023 (23 pages); Project website: https://conversation-chronicles.github.io

2310.13395 2023-10-23 cs.CL

Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models

Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis, Ion Androutsopoulos

Comments Short paper (5 pages), accepted at Findings of EMNLP 2023

2310.13394 2023-10-23 cs.CL cs.AI cs.CY

POSQA: Probe the World Models of LLMs with Size Comparisons

Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier

Comments Accepted by EMNLP 2023 Findings

2310.13385 2023-10-23 cs.CL cs.LG

Tuna: Instruction Tuning using Feedback from Large Language Models

Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei

Comments EMNLP 2023, code and data are available at https://github.com/microsoft/LMOps

2310.13362 2023-10-23 cs.CL cs.AI cs.LG cs.SE

Towards General Error Diagnosis via Behavioral Testing in Machine Translation

Junjie Wu, Lemao Liu, Dit-Yan Yeung

Comments 15 pages, 2 figures, accepted by Findings of EMNLP 2023

2310.13361 2023-10-23 cs.CV cs.AI cs.CL

Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation

Wenyu Guo, Qingkai Fang, Dong Yu, Yang Feng

Comments Accepted to EMNLP 2023 main conference

2310.13348 2023-10-23 cs.CL

Analyzing Cognitive Plausibility of Subword Tokenization

Lisa Beinborn, Yuval Pinter

Comments EMNLP 2023 (main)

2310.13340 2023-10-23 cs.CL

Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets

Han Jiang, Rui Wang, Zhihua Wei, Yu Li, Xinpeng Wang

Comments EMNLP 2023 Findings

2310.13332 2023-10-23 cs.CL cs.AI

Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

Comments To appear at EMNLP 2023

2310.13307 2023-10-23 cs.CL cs.LG

Test-Time Self-Adaptive Small Language Models for Question Answering

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park

Comments EMNLP Findings 2023

2310.13297 2023-10-23 cs.CL cs.AI cs.LG

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting

Chenkai Sun, Jinning Li, Yi R. Fung, Hou Pong Chan, Tarek Abdelzaher, ChengXiang Zhai, Heng Ji

Comments Accepted at EMNLP 2023 Main Conference

2310.13290 2023-10-23 cs.CL

Interpreting Indirect Answers to Yes-No Questions in Multiple Languages

Zijie Wang, Md Mosharaf Hossain, Shivam Mathur, Terry Cruz Melo, Kadir Bulut Ozler, Keun Hee Park, Jacob Quintero, MohammadHossein Rezaei, Shreya Nupur Shakya, Md Nayem Uddin, Eduardo Blanco

Comments Accepted to EMNLP 2023 Findings

2310.13262 2023-10-23 cs.CL

A Quality-based Syntactic Template Retriever for Syntactically-controlled Paraphrase Generation

Xue Zhang, Songming Zhang, Yunlong Liang, Yufeng Chen, Jian Liu, Wenjuan Han, Jinan Xu

Comments Accepted to EMNLP 2023