`
`Google LLC,
`v.
`Uniloc 2017 LLC,
`Case IPR2020-00755
`U.S. Patent No. 6,366,908
`
`Oral Hearing
`June 15, 2021
`
`DEMONSTRATIVE EXHIBIT – NOT EVIDENCE
`
`
`
`Claim 6, the only challenged independent claim
`
`6. A keyfact-based text retrieving method comprising:
`keyfact extracting step for analyzing a document
`collection and a user query, and extracting keywords
`without part-of-speech ambiguity from said document
`collection and said user query, and respectively
`extracting keyfacts of said document collection and
`said user query from said keywords;
`keyfact indexing step for calculating the frequency of
`said keyfacts of said document collection and
`generating a keyfact list of said document collection
`for a keyfact index structure; and
`keyfact retrieving step for receiving said keyfact of said
`user query and said keyfacts of said document
`collection and defining a keyfact retrieval model in
`consideration of weigh factors according to a keyfact
`pattern and generating a retrieval result.
`
`2
`
`
`
`The “keyfact” term
`
`“keyfact” means “a factual extraction of a sentence which expresses semantic
`relation between words in the sentence in the form of [object, property].’”
` The parties agree the “keyfact” term is coined by the challenged ’908 patent,
`is not a term of art, and hence the term requires construction.
` The ’908 patent universally qualifies “all” keyfacts as follows:
`“All keyfacts express semantic relation between words in the
`form of [object, property].” Ex. 1001, 4:58-60.
` All “keyfact” examples disclosed in the specification express semantic relation
`between words in the paired form of [object, property]. POR 7-8, POSR 2
`(citing Ex. 1001 at Table 1, 1:8-10, 1:16-18, 4:58-60, 6:15-30, and 6:38-44).
` The Abstract emphasizes the paired form of a keyfact as follows:
`“A keyfact-based text retrieval method and a keyfact-based text
`index method that describes the formalized concept of a document
`by a pair comprising an object that is the head and a property that
`is the modifier and uses the information described by the pairs as
`index information for efficient document retrieval.” Ex. 1001, Abstract.
` The paired form of [object, property] itself intrinsically conveys certain
`information. Different information is conveyed, for example, when a keyfact
`tag is represented as an object as opposed to a property, or when tags are
`listed in a particular order. POR 21-22; POSR 16-17.
`
`3
`
`
`
`The “keyfact” term
`
`The ’908 patent specification disparages and distinguishes what
`it refers to as word-based and phrase-based approaches:
`
` “[T]he keyword-based text retrieval method has a fundamental
`limitation in retrieval precision because it performs document
`retrieval by keywords. As a result, because the keyword-based
`text retrieval system provides such low level of retrieval
`precision, it causes a number of unnecessary retrievals and
`therefore precious resources, Such as time and effort, are wasted.”
`Ex. 1001, 1:32-28.
`
` “The phrase-based text retrieval methods extract a precise
`phrase pattern though a morphological-syntactic normalization
`process and perform indexing and retrieval by extracted phrase.”
`Ex. 1001, 1:19‒28; see also id., 1:42‒45.
`
`4
`
`
`
`The “keyfact” term
`
`The proper construction should reflect all definitive statements
`in the intrinsic evidence, including the explicit disavowal:
`
` The ’908 patent universally qualifies “all” keyfacts as follows:
`“All keyfacts express semantic relation between words in the
`form of [object, property].” Ex. 1001, 4:58-60.
`
` The ’908 patent also states “A keyfact means an important fact
`contained in sentences which constitute a document.”
`Ex. 1001, 1:15-16.
`
` Only Patent Owner has proposed and defended a construction that
`reflects all definitive statements:
`
`“keyfact” means “a factual extraction of a sentence which expresses semantic
`relation between words in the sentence in the form of [object, property].’”
`
`5
`
`
`
`The “keyfact” term
`
`Google fails to reconcile its Petition with Google’s
`inconsistent statements offered in litigation:
`
` In its claim construction briefing in parallel litigation, Google
`acknowledged that “[t]he ’908 patent teaches that keyfacts are
`represented ‘by a pair comprising an object that is the head and
`a property that is the modifier’ in the form of ‘[object, property].’”
`Ex. 1005 at 10 (citing ’908 patent at Abstract, 4:58-60, 6:38-44);
`see also id. at 17 (“keyfact terms are represented in the form
`‘[object, property]’”).
`
` A construction which simply reflects what Google acknowledged
`(in parallel litigation) are definitive teachings in the specification
`cannot reasonably be characterized as contradicting the intrinsic
`evidence.
`
`6
`
`
`
`Claim 6 does not invoke 35 U.S.C. § 112, ¶ 6
`
`The Board preliminary held that “35 U.S.C. § 112, ¶ 6
`does not apply to claim 6, because the claim
`contains acts to perform the cited functions.”
`Inst. Dec. 17; POR 9-14.
`
`Google’s briefing offers no basis for the Board to
`revisit its preliminary determination.
`
`Google does not expressly dispute in its Reply that
`independent claim 6 recites respective acts for each
`recited step.
`
`Patent Owner identified certain example deficiencies
`of the Petition arising from a proper interpretation
`of the challenged claims as reciting affirmative acts.
`
`7
`
`
`
`Challenged dependent claims recite distinct acts
`
`Google misstates the claim differentiation issue as whether
`the dependent claims recite distinct and additional steps.
`
`The identified claim differentiation issue arises from certain
`dependent claims reciting distinct and additional acts for
`performing one of three overarching “steps” or functions recited
`in independent claim 6─namely, (i) “keyfact extracting step,”
`(ii) “keyfact indexing step,” and (iii) “keyfact retrieving step.”
`
`Google violates the doctrine of claim differentiation by advancing
`theories, for example, which fail to differentiate distinct acts
`directed to the same step introduced in claim 6.
`
`Google failed, for example, to recognize claim 6 recites the
`affirmative act of “analyzing a document collection and
`a user query” and claim 7 (depending therefrom) recites
`the distinct and additional act of “analyzing morphology
`of an input sentence.” Both distinct acts are differentiated
`from one another as being separate requirements for the
`same “keyfact extracting step.” POR 15-18; POSR 7-8.
`
`8
`
`
`
`Example deficiencies arising from “keyfact” term
`
` Patentable distinctions arise from the factual derivation aspect
`of the recited “keyfact” term.
`
` In contrast to the disparaged approaches (e.g., word-based
`and phrase-based), the ‘keyfact’ term itself connotes, and the
`surrounding context set forth in the claim language confirms,
`that generation of a keyfact involves a factual derivation
`extracted from keywords.” POR 8; POSR 10.
`
` Google’s briefing overlooks the specific distinction that the
`verbatim representation of a sentence in Braden-Harder is
`“more akin to the word-based or phrase-based approach
`disparaged in the specification” and lacks “a factual derivation
`extracted from keywords.” POSR 11; POR 21-22.
`
` Patent distinctions arise from the required form of the
`recited “keyfact” term—i.e., under a proper interpretation that
`“keyfact” means “a factual extraction of a sentence which
`expresses semantic relation between words in the sentence in the
`form of [object, property].’”
`
`9
`
`
`
`Example deficiencies arising from “keyfact” term
`
`The ’908 patent makes an express distinction
`between keyfact patterns and a list of keyfacts
`that are extracted using keyfact patterns:
`
`(Ex. 1001, 6:33-41)
`
`10
`
`
`
`Example deficiencies arising from “keyfact” term
`
`(Ex. 1001, Table 1, 6:14-32)
`
`11
`
`
`
`Example deficiencies arising from “keyfact” term
`
`(Ex. 1001, Table 3, 7:47-57)
`
`Table 3 identifies “[KEY2 KEY1 KEY3]” as being a
`keyfact pattern, and not as a keyfact extracted from such a
`pattern and having the form of [object, property].
`
`12
`
`
`
`Example deficiencies arising from “keyfact” term
`
`Braden-Harder’s “triples” ≠ “keyfacts”
` Braden-Harder describes its “triples” as requiring the “form
`of ‘word-relation-word’” in order to operate as intended:
`
`A logical form is a directed acyclic graph in which words
`representing text of any arbitrary size are linked by labeled
`relations. In particular, a logical form portrays semantic
`relationships, particularly argument and adjunct relationships,
`between important words in an input string. This portrayal
`can take various specific forms, such as, a logical form graph
`or any sub-graph thereof, the latter including, for example, a
`list of logical form triples, with each of the triples being
`illustratively of a form "word-relation-word"; wherein, any
`one of these forms can be used with our invention.
`
`(Ex. 1020, 5:16-26)
`
`13
`
`
`
`Example deficiencies arising from “keyfact” term
`
`Braden-Harder’s “triples” ≠ “keyfacts”
` Braden-Harder describes its “triples” format as requiring
`three parts: (1) a first word and (2) a labeled “relation”
`which by its content interlinks the first word with
`(3) a second word.
`
`Each triple contains two node words as depicted in
`the graph linked by a semantic relationship therebetween.
`(Ex. 1020, 14:3-4)
`
` Using so-called “triples”’ to symbolically represent the
`‘semantic information’ of an input string, quite literally
`verbatim, is distinguishable on its face at least from ‘keyfact’
`extraction as disclosed and claimed. POR 21-22; POSR 18.
`
`14
`
`
`
`Google failed to recognize claim 6 recites distinct acts
`
`Among other deficiencies, Google fails at least to appreciate:
`
` Claim 6 recites the “analyzing” [act 6-1] and “extracting”
`[acts 6-2 and 6-3] as distinct and separately required acts.
`
` The “analyzing” act [6-1] of claim 6 is distinct and expressly
`distinguished from the “analyzing” act [7-1] of claim 7.
`
`(Claim 6)
`… keyfact extracting step for
`
`7. The key fact-based text retrieving
`method of claim 6, wherein said
`Step of key fact extracting
`comprises the steps of:
`[act 7-1] analyzing morphology of an
`input Sentence and obtaining tag
`Sequences of part-of-Speech by
`attaching part-of-speech tags,
`
`(different analyzing)
`
`[act 6-1] analyzing a document
`collection and a user query, and
`[act 6-2] extracting keywords without
`part-of-speech ambiguity from said
`document collection and said user
`query, and
`[act 6-3] respectively extracting keyfacts
`of said document collection and said
`user query from said keywords; …
`
`15
`
`
`
`“keyfact retrieving step” of claim 6
`
`Google asserts that the “keyfact retrieving step” of claim 6
`not only encompasses, but also affirmatively requires . . .
`determin[ing] keyfact weight constants . . . .’”
`POR 25-26 (quoting Pet. 30); POSR 21.
`
`The ’908 patent teaches the keyfact weight contents are newly
`determined “experimentally” based on the “distribution of
`keyfact patterns” presently at issue.” POR 26; POSR 21.
`
`Predetermined weights alone cannot satisfy the claim language
`in question. Id.
`
`Google fails to map anything in Braden-Harder to the disclosed
`(and allegedly required) keyfact weight constants of the ’908
`patent, which are “determined experimentally on the basis
`of distribution of keyfact pattern of document collection.”
`POR 26 and POSR 22 (citing Ex. 1001, 7:62-64).
`
`16
`
`