Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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5,041 to 5,100 of 11,259

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
Yue Huang, Jiawen Shi, Yuan Li +8
cs.SEcs.CLarXiv:2310.03128v62023
CoLAKE: Contextualized Language and Knowledge Embedding
Tianxiang Sun, Yunfan Shao, Xipeng Qiu +4
cs.CLcs.AIarXiv:2010.00309v12020
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Jie Ren, Jiaming Luo, Yao Zhao +4
cs.CLarXiv:2209.15558v22022
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings
Mikel Artetxe, Holger Schwenk
cs.CLcs.AIcs.LGarXiv:1811.01136v22018
Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer's Disease: a systematic review
Sofia de la Fuente Garcia, Craig Ritchie, Saturnino Luz
cs.AIcs.CLeess.ASarXiv:2010.06047v12020
Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$
Adam Roberts, Hyung Won Chung, Anselm Levskaya +40
cs.LGcs.CLarXiv:2203.17189v12022
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration
Shangbin Feng, Weijia Shi, Yike Wang +3
cs.CLarXiv:2402.00367v22024
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
Yongliang Shen, Xinyin Ma, Zeqi Tan +3
cs.CLarXiv:2105.06804v22021
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding
Sahar Abdelnabi, Mario Fritz
cs.CRcs.CLcs.CYarXiv:2009.03015v22020
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Jiarui Lu, Thomas Holleis, Yizhe Zhang +9
cs.CLcs.AIcs.LGarXiv:2408.04682v22024
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
Ruochen Zhao, Xingxuan Li, Shafiq Joty +2
cs.CLarXiv:2305.03268v12023
On decoder-only architecture for speech-to-text and large language model integration
Jian Wu, Yashesh Gaur, Zhuo Chen +8
eess.AScs.CLcs.SDarXiv:2307.03917v32023
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal
Matej Zečević, Moritz Willig, Devendra Singh Dhami +1
cs.AIcs.CLarXiv:2308.13067v12023
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
Zhexin Zhang, Junxiao Yang, Pei Ke +3
cs.CLarXiv:2311.09096v22023
Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig, Junjie Hu
cs.CLarXiv:1808.04189v12018
Fooling End-to-end Speaker Verification by Adversarial Examples
Felix Kreuk, Yossi Adi, Moustapha Cisse +1
cs.LGcs.CLarXiv:1801.03339v22018
Diverse Few-Shot Text Classification with Multiple Metrics
Mo Yu, Xiaoxiao Guo, Jinfeng Yi +6
cs.CLcs.LGarXiv:1805.07513v12018
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh, Freddie Vargus, Daniel Dsouza +30
cs.CLcs.AIarXiv:2402.06619v12024
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
Fahim Dalvi, Nadir Durrani, Hassan Sajjad +3
cs.CLarXiv:1812.09355v12018
An Emotional Analysis of False Information in Social Media and News Articles
Bilal Ghanem, Paolo Rosso, Francisco Rangel
cs.CLcs.IRcs.SIarXiv:1908.09951v12019
Sentence-State LSTM for Text Representation
Yue Zhang, Qi Liu, Linfeng Song
cs.CLcs.LGstat.MLarXiv:1805.02474v12018
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp +6
cs.LGcs.CLcs.CVarXiv:2212.05055v22022
Learning to Count Objects in Natural Images for Visual Question Answering
Yan Zhang, Jonathon Hare, Adam Prügel-Bennett
cs.CVcs.CLarXiv:1802.05766v12018
Paraphrase Generation with Deep Reinforcement Learning
Zichao Li, Xin Jiang, Lifeng Shang +1
cs.CLarXiv:1711.00279v32017
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
Xianjun Yang, Yan Li, Xinlu Zhang +2
cs.CLcs.AIarXiv:2302.08081v12023
A Roadmap to Pluralistic Alignment
Taylor Sorensen, Jared Moore, Jillian Fisher +9
cs.AIcs.CLcs.IRarXiv:2402.05070v32024
Does Writing with Language Models Reduce Content Diversity?
Vishakh Padmakumar, He He
cs.CLcs.CYcs.HCarXiv:2309.05196v32023
Learning to Paraphrase for Question Answering
Li Dong, Jonathan Mallinson, Siva Reddy +1
cs.CLarXiv:1708.06022v12017
Spherical Latent Spaces for Stable Variational Autoencoders
Jiacheng Xu, Greg Durrett
cs.CLarXiv:1808.10805v22018
Compression of Neural Machine Translation Models via Pruning
Abigail See, Minh-Thang Luong, Christopher D. Manning
cs.AIcs.CLcs.NEarXiv:1606.09274v12016
Compressing Context to Enhance Inference Efficiency of Large Language Models
Yucheng Li, Bo Dong, Chenghua Lin +1
cs.CLarXiv:2310.06201v12023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Seonghyeon Ye, Doyoung Kim, Sungdong Kim +6
cs.CLcs.AIarXiv:2307.10928v42023
Search, Inspect, Fetch: Exploiting Structure-Aware Boolean Retrieval for Deep-Search Agents
Shuai Wang, Haodong Chen, Yu Yin +3
cs.IRcs.AIcs.CLarXiv:2608.02751v32026
JEC-QA: A Legal-Domain Question Answering Dataset
Haoxi Zhong, Chaojun Xiao, Cunchao Tu +3
cs.CLarXiv:1911.12011v12019
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction
Shaowei Chen, Yu Wang, Jie Liu +1
cs.CLarXiv:2103.07665v12021
Prompting Large Language Models with Speech Recognition Abilities
Yassir Fathullah, Chunyang Wu, Egor Lakomkin +9
eess.AScs.AIcs.CLarXiv:2307.11795v12023
DePlot: One-shot visual language reasoning by plot-to-table translation
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno +7
cs.CLcs.AIcs.CVarXiv:2212.10505v22022
SciReC: Diagnostic Evaluation of Multimodal, Multi-Turn Relational Reasoning with Adaptive Interaction
Nilay Yilmaz, Naga Sai Abhiram Kusumba, Stella Wenxing Liu +1
cs.CLcs.AIcs.LGarXiv:2608.27461v12026
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2
Yunyi Yang, Yunhao Li, Xiaojun Quan
cs.CLarXiv:2012.03539v22020
KAT: A Knowledge Augmented Transformer for Vision-and-Language
Liangke Gui, Borui Wang, Qiuyuan Huang +3
cs.CLarXiv:2112.08614v22021
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information
Seonhoon Kim, Inho Kang, Nojun Kwak
cs.CLarXiv:1805.11360v22018
Compositional Explanations of Neurons
Jesse Mu, Jacob Andreas
cs.LGcs.AIcs.CLarXiv:2006.14032v22020
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai +5
cs.CLcs.AIarXiv:2309.09400v12023
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT
Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee
cs.CLeess.ASarXiv:2110.01900v42021
MAVEN: A Massive General Domain Event Detection Dataset
Xiaozhi Wang, Ziqi Wang, Xu Han +7
cs.CLarXiv:2004.13590v22020
Very Deep Multilingual Convolutional Neural Networks for LVCSR
Tom Sercu, Christian Puhrsch, Brian Kingsbury +1
cs.CLcs.NEarXiv:1509.08967v22015
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
Xin Wang, Wenhan Xiong, Hongmin Wang +1
cs.CVcs.AIcs.CLarXiv:1803.07729v22018
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
Jack FitzGerald, Christopher Hench, Charith Peris +13
cs.CLcs.AIcs.LGarXiv:2204.08582v22022
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Junho Myung, Nayeon Lee, Yi Zhou +19
cs.CLarXiv:2406.09948v22024
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models
Soumya Barikeri, Anne Lauscher, Ivan Vulić +1
cs.CLarXiv:2106.03521v12021
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition]
Guineng Zheng, Subhabrata Mukherjee, Xin Luna Dong +1
cs.CLcs.AIcs.IRarXiv:1806.01264v22018
TableLlama: Towards Open Large Generalist Models for Tables
Tianshu Zhang, Xiang Yue, Yifei Li +1
cs.CLcs.AIcs.DBarXiv:2311.09206v32023
Conversations Gone Awry: Detecting Early Signs of Conversational Failure
Justine Zhang, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil +4
cs.CLcs.AIcs.CYarXiv:1805.05345v12018
BLEU is Not Suitable for the Evaluation of Text Simplification
Elior Sulem, Omri Abend, Ari Rappoport
cs.CLarXiv:1810.05995v12018
SecureBERT: A Domain-Specific Language Model for Cybersecurity
Ehsan Aghaei, Xi Niu, Waseem Shadid +1
cs.CLcs.AIcs.CRarXiv:2204.02685v32022
Learning from Context or Names? An Empirical Study on Neural Relation Extraction
Hao Peng, Tianyu Gao, Xu Han +5
cs.CLarXiv:2010.01923v22020
Multi-Task Cross-Lingual Sequence Tagging from Scratch
Zhilin Yang, Ruslan Salakhutdinov, William Cohen
cs.CLcs.LGarXiv:1603.06270v22016
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation
Jie Zhou, Ying Cao, Xuguang Wang +2
cs.CLcs.LGarXiv:1606.04199v32016
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems
Chongyang Tao, Lili Mou, Dongyan Zhao +1
cs.CLcs.HCcs.IRarXiv:1701.03079v22017
Learning Named Entity Tagger using Domain-Specific Dictionary
Jingbo Shang, Liyuan Liu, Xiang Ren +3
cs.CLarXiv:1809.03599v12018

Computation and Language

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

CoLAKE: Contextualized Language and Knowledge Embedding

Out-of-Distribution Detection and Selective Generation for Conditional Language Models

Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings

Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer's Disease: a systematic review

Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$

Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition

Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding

ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework

On decoder-only architecture for speech-to-text and large language model integration

Causal Parrots: Large Language Models May Talk Causality But Are Not Causal

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization

Rapid Adaptation of Neural Machine Translation to New Languages

Fooling End-to-end Speaker Verification by Adversarial Examples

Diverse Few-Shot Text Classification with Multiple Metrics

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

An Emotional Analysis of False Information in Social Media and News Articles

Sentence-State LSTM for Text Representation

Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints

Learning to Count Objects in Natural Images for Visual Question Answering

Paraphrase Generation with Deep Reinforcement Learning

Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization

A Roadmap to Pluralistic Alignment

Does Writing with Language Models Reduce Content Diversity?

Learning to Paraphrase for Question Answering

Spherical Latent Spaces for Stable Variational Autoencoders

Compression of Neural Machine Translation Models via Pruning

Compressing Context to Enhance Inference Efficiency of Large Language Models

FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

Search, Inspect, Fetch: Exploiting Structure-Aware Boolean Retrieval for Deep-Search Agents

JEC-QA: A Legal-Domain Question Answering Dataset

Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction

Prompting Large Language Models with Speech Recognition Abilities

DePlot: One-shot visual language reasoning by plot-to-table translation

SciReC: Diagnostic Evaluation of Multimodal, Multi-Turn Relational Reasoning with Adaptive Interaction

UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information

Compositional Explanations of Neurons

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT

MAVEN: A Massive General Domain Event Detection Dataset

Very Deep Multilingual Convolutional Neural Networks for LVCSR

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation

MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models

OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition]

TableLlama: Towards Open Large Generalist Models for Tables

Conversations Gone Awry: Detecting Early Signs of Conversational Failure

BLEU is Not Suitable for the Evaluation of Text Simplification

SecureBERT: A Domain-Specific Language Model for Cybersecurity

Learning from Context or Names? An Empirical Study on Neural Relation Extraction

Multi-Task Cross-Lingual Sequence Tagging from Scratch

Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation

RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems

Learning Named Entity Tagger using Domain-Specific Dictionary