Research & Publications
Selected Publications
JOURNAL ARTICLES & BOOK CHAPTERS
Su, Danjie & Goslar, Kevin. 2024. Artificial intelligence shows human-like lens capability in subjectivity: Evaluating Chinese pragmatic capability of GPT-4 via Microsoft Copilot with direct prompting. In Chapelle, C. A., Beckett, G., & Ranalli, J. (Eds.), Exploring Artificial Intelligence in Applied Linguistics. Iowa State University Digital Press.
Lu, Ai-Ling & Su, Danjie. (In press). Shadowing textbook and authentic materials in beginning L2 learners’ acquisition of Mandarin Chinese tones in spontaneous speech. Journal of Second Language Pronunciation.
Su, Danjie. 2023. Speakers’ subjective evaluation of adversity: Adversity lens constructed through bei-passive in Chinese conversation. Chinese Language and Discourse. 14(2). 328-362. https://doi.org/10.1075/cld.22002.su
Su, Danjie. 2022. Factuality lens: Choosing the unmarked passive construction in Chinese conversation. Chinese Language and Discourse 13(2). 242–274. https://doi.org/10.1075/cld.21005.su
Su, Danjie. 2022. Early evidence of the Pareto Principle in grammatical distribution: Causative situations in Chinese conversational discourse, Journal of Chinese Linguistics 50(2): 443−474. https://doi.org/10.1353/jcl.2017.011 3
Su, Danjie. 2021. The Discourse Authenticity Model (DAM) for second language teaching materials. Guoji Hanyu [Chinese Language in the World] 5. 88–114.
Su, Danjie & Hongyin Tao. 2018. Teaching the Mandarin utterance-final particle le through authentic materials. Chinese as a Second Language Research 7(1). 15–45. https://doi.org/10.1515/caslar-2018-0002
Su, Danjie & Hongyin Tao. 2018. Teaching the shi…de construction with authentic materials in elementary Chinese. Chinese as a Second Language Research 7(1). 111–140. https://doi.org/10.1515/caslar-2018-0005
Su, Danjie. 2018. Discourse-pragmatic functions of a Chinese topic-comment construction and L2 teaching strategies based on authentic media materials. Taiwan Journal of Chinese as a Second Language 16(1). 55–89.
Su, Danjie. 2017. Significance as a lens: Understanding the Mandarin ba construction through Discourse Adjacent Alternation . Journal of Pragmatics 117. 204–230. https://doi.org/10.1016/j.pragma.2017.06.019
Su, Danjie. 2017. Semantics and chunking in written and conversati onal discourses: A corpus study of two near-synonymous words in Mandarin. Chinese Language and Discourse 8(1). 51–94. https://dx.doi.org/10.1075/cld.8.1.03su
Lee, Heeju, Danjie Su, & Hongyin Tao. 2017. A crosslinguistic study of some extended uses of what-based interrogative expressions in Chinese, English, and Korean. Chinese Language and Discourse 8(2). 137–173. https://doi.org/10.1075/cld.00001.lee
Su, Danjie. 2016. Grammar emerges through reuse and modification of prior utterances. Discourse Studies 18(3). 330–353. https://doi.org/10.1177/1461445616634551
Su, Danjie & Hongyin Tao. 2014. Teaching discourse pragmatics in the spoken mode: The case of Working with Spoken Chinese. In Li, Zhaolin, Chunling Xie, Weiping Wu, eds., Linguistics and CSL Teaching and Learning: Theories and Practices in the Training of Pragmatic Abilities, 144–162, Hong Kong: The Commercial Press.
Peng, Gang, Diana Deutsch, Trevor Henthorn, Danjie Su & William S-Y. Wang. 2013. Language experience influences non-linguistic pitch perception. Journal of Chinese Linguistics 41(2). 447–467.
Su, Danjie. 2012. Construction as a chain of chunks: Theoretical framework of the Construction-Chunking Approach. Yuyan Kexue [Linguistic Sciences] 58(3). 241–253.
Su, Danjie. 2012. Rethinking the jianyu sentence patterns in Mandarin: Insight from the Construction-Chunking Approach. Yuyan Yanjiu [Studies in Language and Linguistics] 32(2). 100–107.
Su, Danjie. 2011. The essence of the Construction-Chunking Approach: An empirical study on teaching the Chinese jiānyǔ sentence patterns. Yuyan Jiaoxue Yu Yanjiu [Language Teaching and Linguistic Studies] 148(2). 16–22.
Su, Danjie & Jianming Lu. 2010. The Construction-Chunking Approach for syntactic analysis and second language teaching. Shijie Hanyu Jiaoxue [Journal of Chinese Teaching in the World] 24(4). 557–567.
Lu, Jianming & Danjie Su. 2010. Teaching Chinese characters, sound system, lexicon, and grammar to second language learners online. In Pu Zhang, Jihua Song, and Juan Xu, eds., Technology-Based Teaching of Chinese as a Foreign Language Practice and Reflection, 12–20. Beijing: Tsinghua University Press.
Su, Danjie. 2010. On the Construction-Chunking Approach: An experimental study on teaching Chinese existential sentence patterns. Hanyu Xuexi [Chinese Language Learning] 176(2). 83–90.
Su, Danjie. 2010. Web resources for teaching and learning Chinese as a second language. In Pu Zhang, Jihua Song, and Juan Xu, eds., Technology-Based Teaching of Chinese as a Foreign Language Practice and Reflection, 195-202. Beijing: Tsinghua University Press.
Su, Danjie. 2011. Book review: An International Dictionary of Chinese Neologisms, by Benjamin K. Tsou and Rujie You. Chinese Language and Discourse 2(2). 301–306.
Su, Danjie. 2009. Book review: Using Chinese Synonyms, by Grace Qiao Zhang. Geolinguistics (Journal of the American Society of Geolinguistics) 35. 124–128.
Dissertation
Su, Danjie. 2017. A Discourse Approach to the Functions of Major Chinese Grammatical Constructions and Their Alternations in Conversation. Los Angeles: CA: University of California, Los Angeles Ph.D. dissertation.
Selected Invited Talks
Selected Conference Presentations
Abstracts of Recent Papers and Video Links
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Su, Danjie. 2022. Early evidence of the Pareto Principle in grammatical distribution: Causative situations in Chinese conversational discourse, Journal of Chinese Linguistics 50(2): 443−474. DOI: 10.1353/jcl.2017.0113
Abstract: This study is the first report on the Pareto distribution (the 80/20 rule) of grammatical constructions in conversation. Unlike the extensive research on Zipfian word distribution, this study focuses on grammatical distribution. I use spontaneous talk show conversations and a data-driven approach to investigate which grammatical constructions Chinese speakers choose for causative situations. The Pareto distribution is found—about 20% of the types of grammatical constructions account for about 80% of the uses in conversation. Specifically, 1) the distribution of all the 22 constructions for causative situations constitutes a Pareto ABC diagram. The A-class with the most frequent constructions (ba-; unmarked passive; rang-; bei-; resultative; gei-), containing 27.3% of the types, accounts for 88.8% of all the 1,497 uses. 2) Most uses of a grammatical construction come from certain subtypes: The full ba- accounts for 87.9% of all ba- uses; the reduced bei- accounts for 86.8%; 37.5% of rang- subtypes account for 84.2%. These patterns can be explained by the Lens concept. I conclude that a few constructions account for most L1 Chinese speakers’ grammatical choices in conversation. Understanding such skewed grammatical distributions in natural discourse can improve the efficiency and efficacy of Language teaching and Natural Language Processing (NLP). I outline some implications for language teaching.
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Su, Danjie. (In press). Factuality lens: Choosing the unmarked passive construction in Chinese conversation, Chinese Language and Discourse. https://doi.org/10.1075/cld.21005.su
Abstract: Why do speakers choose the Mandarin Chinese unmarked passive construction (UP) in conversation when they have other grammatical alternatives with roughly the same semantic meaning? From the perspective of subjectivity, this study identifies the Factuality lens, a lens through which a situation is presented as a “fact” or a “truth” regardless of reality. My analysis of a video corpus of spontaneous talk show conversations using the discourse adjacent alternation method reveals that speakers tend to choose UP over other constructions to present a transitive event through the Factuality lens by emphasizing the factuality of a fact or making a non-fact appear as a fact—either deceivingly or openly in a fictitious narrative or a joke. The findings reveal that grammatical constructions can linguistically recreate a situation different from reality. The conclusion that Factuality lens is a factor that could influence speakers’ grammatical choice casts light on pragmatic consequence of grammatical choice and subjectivity in language use.
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Su, Danjie. 2021. The Discourse Authenticity Model (DAM) for second language teaching materials, Guoji Hanyu [Chinese Language in the World] 5. 88–114.
Abstract: This study introduces the first model to measure the authenticity of second language teaching materials in spoken and written discourses—the Discourse Authenticity Model (DAM). Eight discourse-based criteria were developed: Shape L1, Not-for-L2 Language Teaching, Not-for-L1/L2 Language Teaching, Natural Dialogue, Spontaneous, Non-Fictional, Communicative Meaning, and Specific Context. DAM ranks authenticity in teaching materials into a continuum of five levels: 1) Very Low (rated 0 to 0.5); 2) Low (rated 1 to 2.5); 3) Medium (rated 3 to 4.5); 4) High (rated 5 to 6.5); 5) Very High (rated 7 to 8). The sample materials rated include: Artificial L2 textbook dialogues (rated 0); for-L2-learner scripted plays, role-plays, cartoons, video games, and acting out videos of artificial L2 textbook dialogues (rating range 0~1); for-L2-learner virtual reality (rating range 0~5); for-L2-learner graded readers (rating range 1~2); for-L2-learner interviews with L1 speakers (rating range 2~6); children’s graded readers (rated 3); video games (rating range 3~4); virtual reality (rating range 3~8); songs (rated 4); advertisements (rating range 4~5); children’s books (not including graded readers or early language books) (rating range 4~6); robot language (rating range 4~7); scripted fictional language such as movies (rated 5); largely spontaneous media language (rating range 5~8); scripted non-fictional language (rated 6); single voice messages on social media and phone (rating range 6~7); social media text posts and phone message exchanges (rating range 6~8); spontaneous&non-fictional media language (rating range 7~8); recorded spontaneous real-life language (rated 8). DAM is expected to be useful for teaching materials development, selection, use, and evaluation.
Su, Danjie. 2018. Discourse-pragmatic functions of a Chinese topic-comment construction and L2 teaching strategies based on authentic media materials, Taiwan Journal of Chinese as a Second Language 16(1). 55–89.
Abstract: The seemingly optional use in discourse and rich discourse-pragmatic functions make the Mandarin topic-comment construction a challenging structure for L2 learners of Chinese. Beginning and intermediate level learners tend to display a lack of use of it (Jin 1994; Cao et al. 2006). Drawing upon linguistic and applied linguistic findings, this study discusses five discourse-pragmatic functions of the double-nominative topic-comment construction and introduces a pedagogical design using authentic media materials like film clips and TV shows to teach elementary and intermediate level learners when and how to choose this topic-comment construction in specific contexts. The study aims to explore some possibilities and methodologies of providing lower-level L2 learners an opportunity to know how a certain language structure is used in specific contexts in L1 discourse, and in so doing, teach learners how to make informed linguistic choices right from the beginning level.
Video clip #1. Chunjiao? You need to ask your husband.
Video clip #2. Which one is nicer?
Video clip #3. I’ve done what I promised you.
Video clip #4. This kid, he really likes math.
Video clip #5. Music, not everyone can do it.
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Su, Danjie & Hongyin Tao. 2018. Teaching the Mandarin utterance-final particle le through authentic materials, Chinese as a Second Language Research 7(1). 15–45. https://doi.org/10.1515/caslar-2018-0002
Abstract: The Mandarin utterance-final particle le is among the most difficult and elusive grammatical features that learners of Chinese often encounter, owing to its rich interactional pragmatic functions and the lack of a counterpart in many first languages. In this article, we use media clips to illustrate a beginning-level language teaching unit for this feature. We show that authentic materials can be used to address pedagogical issues with some of the most difficult grammatical phenomena in Chinese and that this can be accomplished via material design, classroom activities, and assessment methods - all at the beginning level.
(All relevant video clips used in this article can be found here: https://clicresearch.rice.edu/caslar-authentic-spoken-language/#le)
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Su, Danjie & Hongyin Tao. 2018. Teaching the shi…de construction with authentic materials in elementary Chinese, Chinese as a Second Language Research 7(1). 111–140. https://doi.org/10.1515/caslar-2018-0005
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Su, Danjie. 2017. Significance as a lens: Understanding the Mandarin ba construction through Discourse Adjacent Alternation, Journal of Pragmatics 117. 204–230. ISSN 0378-2166, https://doi.org/10.1016/j.pragma.2017.06.019.
Highlights
• Lens is speakers’ subjective evaluation of reality, especially their attitudes toward an event.
• The significance lens marks an event highly consequential, challenging, or important.
• Mandarin ba-construction is a significance marker.
• Discourse adjacent alternation method can reveal functions of grammatical constructions.
• Pragmatic factors in linguistic choice-making during social interaction.
Abstract: Given alternative grammatical options, how do native speakers make the choice in a given communicative context? Drawing data from 300 videotaped conversations (100 h; one-million words), this study is the first to use a discourse adjacent alternation method to investigate how real-life speakers in a single conversation use alternative grammatical constructions to describe the same event. This study proposes the concept of LENS as a new aspect of linguistic construal. Lens refers to speakers’ subjective evaluation of reality, especially their attitudes toward an event. This study finds that SIGNIFICANCE is a lens that evaluates an event as being highly consequential, challenging, or important. The elusive ba-construction in Mandarin is a linguistic device for the construe of significance: The ba-construction prototypically marks a transitive event as a significant consequence, contribution, or action, which is highly consequential, highly challenging, or highly important. The findings raise questions as to what linguistic devices are used in other languages to construe significance and what devices are used to construe other lenses in Mandarin and in other languages. This study reveals an association of linguistic markedness with discourse-level choices among paradigmatic oppositions in social interaction and suggests that syntactic markedness and semantic complexity correlate with discourse significance. The findings shed light on the pragmatic factors in linguistic choice-making during social interaction.
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Su, Danjie. 2016. Grammar emerges through reuse and modification of prior utterances. Discourse Studies 18(3). 330–353.
Abstract: Given the growing consensus that grammar emerges as language is used in social interaction, how grammar emerges through interaction still remains much unknown. This study demonstrates that the beginnings of the emergence of constructions can be found in individual interactions. Through an investigation on videotaped English conversations and corpora using discourse analysis, conversation analysis, and corpus linguistic methodologies, I find that conversational participants have a tendency as high as 80% or more to reuse words in prior turns. I argue that reuse as the mechanism of resonance motivation, and modification as the mechanism of relevance motivation work competitively and conjointly, shaping the emergence of grammatical structures of a language. Reuses lead to formation of the fixed frame; modifications form the category for an open slot. In summary, grammar emerges through interaction among participants who are constantly reusing and modifying prior utterances to achieve current interactive goals.
Video of dataset #1 Video of dataset #2 Video of dataset #3
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Abstract: Although much has been written about the differences between written and conversational discourses, less work has been done on how these two discourse types differ in terms of chunking patterns. This study investigates the different meanings and chunking patterns two words have in Mandarin written and conversational discourses. To overcome the problem of comparability between written and conversational corpora, instead of using a single word, I use two near-synonymous Mandarin words, zhihou and yihou, both of which mean roughly ‘after’ or ‘later,’ and compare their meaning and chunking patterns in written and spoken corpora. Our investigation regarding semantic distinctions revealed that in both writing and conversation, zhihou favors past and yihou favors future, and that in writing but not in conversation zhihou is more often used with immediate high transitivity actions and causal relations, whereas yihou is more often used with low transitivity states. Regarding chunking patterns, whereas conversation preserves different stages of chunking, written discourse mainly has the final clear-cut stage. This study demonstrates the importance of grounding grammatical investigations on discourse types and of the possible usefulness of using near-synonymous words or grammatical constructions as a way of getting round the problem of comparability.
Abstract: Interrogative pronouns such as what in English, shenme in Mandarin Chinese, and mwe/mwusun in Korean all have developed extended uses beyond interrogation. Such uses may include filling a gap in conversation, softening a speaker’s epistemic stance, and indicating strong emotions such as surprises or incredulity. Yet there is little research dealing with crosslinguistic patterns with large corpora of interactive discourse data. In this paper, we investigate the extended uses based on corpora of multiple telephone calls from the three languages. We show that eight categories of extended use can be identified in the corpora and that most of the extended uses tend to fall in the negative territory. We provide a pragmatic interactive account for this phenomenon and hope that the taxonomy and coding scheme developed here can serve as a starting point for future crosslinguistic and corpus-based comparative studies of what-like tokens as well as of the discourse-pragmatic uses of other interrogative forms.
Abstract: Discourse pragmatics as conceived here has to do with social, cultural, and interactive properties important for conducting interpersonal communication. While these properties have long been recognized by the research community, very little, especially in the case of Chinese, has been done to incorporate them into language teaching. This paper takes a published project- Working with Spoken Chinese- as a sample to show what discourse-pragmatic properties can be observed in natural conversation and how they can be transformed into concrete materials and activities for classroom instruction and self-study.
关于构式语法的中文论文
苏丹洁. 2012. 构式是一条语块链——构式语块分析法的理论框架. 《语言科学》总第58期,第3期,页241–253。
苏丹洁 [Su, Danjie]. 2012. 构式是一条语块链——构式语块分析法的理论框架. Goushi shi yi tiao yukuai lian: Goushi Yukuai Fenxifa de lilun kuangjia [Construction as a chain of chunks: Theoretical framework of the Construction-Chunking Approach]. 《语言科学》Yuyan Kexue [Linguistic Sciences] 58(3). 241–253.
Su, Danjie. 2012. Goushi shi yi tiao yukuai lian: Goushi Yukuai Fenxifa de lilun kuangjia [Construction as a chain of chunks: Theoretical framework of the Construction-Chunking Approach]. Yuyan Kexue[Linguistic Sciences] 58(3). 241-253.
苏丹洁. 2012. 取消"兼语句"之说——构式语块法的新分析. 《语言研究》总第32期,第2期,页100–107。
苏丹洁 [Su, Danjie]. 2012. 取消“兼语句”之说——构式语块法的新分析 Quxiao “jianyuju” zhi shuo [Rethinking the jianyu sentence patterns in Mandarin: Insight from the Construction-Chunking Approach].《语言研究》Yuyan Yanjiu [Studies in Language and Linguistics] 32(2). 100–107.
Su, Danjie. 2012. Quxiao “jianyuju” zhi shuo [Rethinking the jianyu sentence patterns in Mandarin: Insight from the Construction-Chunking Approach]. Yuyan Yanjiu [Studies in Language and Linguistics] 32(2). 100-107.
苏丹洁. 2012. 语块是构式和词项的中介——以现代汉语“V起NP来”为例. 《中山大学学报》(社会科学版)总第52期,第1期,页69–77。
苏丹洁 [Su, Danjie]. 2012. 语块是构式和词项的中介——以现代汉语“V起NP来”为例 Yukuai shi goushi he cixiang de zhongjie: Yi Xiandai Hanyu “V qi NP lai” wei li [Chunks as a pivotal unit between constructions and words: The case of “V qi NP lai” patterns in Mandarin].《中山大学学报》 (社会科学版) Zhongshan Daxue Xuebao (Shehui Kexue Ban) [Journal of Sun Yat-sen University (Social Science Edition)] 52(1). 69–77.
Su, Danjie. 2012. Yukuai shi goushi he cixiang de zhongjie: Yi Xiandai Hanyu “V qi NP lai” wei li [Chunks as a pivotal unit between constructions and words: The case of “V qi NP lai” patterns in Mandarin]. Zhongshan Daxue Xuebao (Shehui Kexue Ban) [Journal of Sun Yat-sen University (Social Science Edition)] 52(1). 69-77.
苏丹洁. 2011. 构式语块教学法的实质——以兼语句教学及实验为例. 《语言教学与研究》 总第148期,第2期,页16–22。
苏丹洁 [Su, Danjie]. 2011. 构式语块教学法的实质——以兼语句教学及实验为例 Goushi Yukuai Jiaoxuefa de shizhi: Yi jianyuju jiaoxue ji shiyan wei li[The essence of the Construction-Chunking Approach: An empirical study on teaching the Chinese jianyu sentence patterns].《语言教学与研究》Yuyan Jiaoxue Yu Yanjiu [Language Teaching and Linguistic Studies] 148(2).16–22.
Su, Danjie. 2011. Goushi Yukuai Jiaoxuefa de shizhi: Yi jianyuju jiaoxue ji shiyan wei li [The essence of the Construction-Chunking Approach: An empirical study on teaching the Chinese jianyu sentence patterns]. Yuyan Jiaoxue Yu Yanjiu [Language Teaching and Linguistic Studies] 148(2).16-22.
苏丹洁、陆俭明. 2010. “构式-语块”句法分析法和教学法. 《世界汉语教学》总第24期,第4期,页557–567。
苏丹洁 [Su, Danjie], 陆俭明 [Jianming Lu]. 2010. “构式-语块”句法分析法和教学法.“Goushi-Yukuai” jufa fenxifa he jiaoxuefa [The Construction-Chunking Approach for syntactic analysis and second language teaching].《世界汉语教学》Shijie Hanyu Jiaoxue [Journal of Chinese Teaching in the World] 24(4). 557–567.
Su, Danjie & Jianming Lu. 2010. “Goushi-Yukuai” Jufa fenxifa he jiaoxuefa [The Construction-Chunking Approach for syntactic analysis and second language teaching]. Shijie Hanyu Jiaoxue [Chinese Teaching in the World] 24(4). 557-567.
苏丹洁. 2010. 试析“构式-语块”教学法——以存现句教学实验为例.《汉语学习》总第176期,第2期,页83–90。
苏丹洁 [Su, Danjie]. 2010. 试析“构式-语块”教学法——以存现句教学实验为例 “Goushi-Yukuai” Jiaoxuefa: Yi cunxianju jiaoxue shiyan wei li
[On the Construction-Chunking Approach: An experimental study on teaching Chinese existential sentence patterns as an example].《汉语学习》Hanyu Xuexi [Chinese Language Learning] 176(2). 83–90.
Su, Danjie. 2010. Shixi “Goushi-Yukuai” Jiaoxuefa: Yi cunxianju jiaoxue shiyan wei li [On the Construction-Chunking Approach: An experimental study on teaching Chinese existential sentence patterns as an example]. Hanyu Xuexi [Chinese Language Learning] 176(2). 83-90.
Selected Scholarly Services
Editorial Board:
Chinese Language and Discourse, 2023-present
Editorial Advisory Board:
Journal of Asian Pacific Communication, 2017-2018
Reviewed for grants:
University Grants Committee (RGC), Hong Kong
Reviewed five research grant proposals in 2024 (total $368,480 in requested funds)
Reviewed for international publishers:
John Benjamins, book manuscript (edited research volume), 2018
Palgrave Macmillan, handbook proposal, 2018
Routledge (Taylor & Francis Group), book proposal (edited research volume) in 2020, book manuscript in 2023
Reviewed for international journals:
Language Teaching Research, 2020/03, 2023/11
Journal of Computer-Mediated Communication, 2020/05, 2020/09
Foreign Language Annals, 2018/03
Chinese as a Second Language Research, 2017/09, 2019/02, 2021/01
Language, Culture and Curriculum, 2017/09, 2018/05, 2019/06, 2019/08, 2019/12, 2020/03, 2020/11
Chinese as a Second Language, 2018/03
Chinese Language and Discourse, 2018/01, 2018/08, 2019/08, 2020/05, 2020/11, 2023/01, 2023/07, 2024/01
Journal of Asian Pacific Communication, 2018/03, 2018/06
Asian Journal of Communication, 2020/07
Linguistics, 2020/11, 2021/01
Journal of Linguistics, 2021/10
Language and Linguistics, 2018/01, 2018/07
Taiwan Journal of Chinese as a Second Language, 2018/07
Journal of Pragmatics, 2017/10, 2020/11, 2021/01, 2021/02, 2022/03
Pragmatics, 2017/11, 2021/01, 2021/06
Intercultural Pragmatics, 2017/12, 2019/08
Pragmatics & Cognition, 2017/10, 2018/11
Language & Communication, 2017/09
Journal of Asian Pacific Communication, 2017/09, 2018/03, 2018/06
International Journal of Communication, 2023/02
Lingua, 2017/09, 2017/11, 2018/01, 2020/04, 2024/02
Corpora, 2017/12
Ampersand : An International Journal of General and Applied Linguistics, 2016/10
Discourse, Context & Media, 2016/03
International Conferences Co-organized:
Organizing committee member, 27th North American Conference on Chinese Linguistics, UCLA, April 3-5, 2015
Organizing committee member, 2nd International Conference of the American Pragmatics Association, UCLA, Oct. 17-19, 2014